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@inproceedings{DBLP:conf/xai/0003FC024,
author = {Bruno Mota and
Pedro Faria and
Juan M. Corchado and
Carlos Ramos},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Artificial Intelligence Applied to Predictive Maintenance:
Comparison of Post-Hoc Explainability Techniques},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {353--364},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_19},
doi = {10.1007/978-3-031-63803-9\_19},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/0003FC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AbrateSBS24,
author = {Carlo Abrate and
Federico Siciliano and
Francesco Bonchi and
Fabrizio Silvestri},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Human-in-the-Loop Personalized Counterfactual Recourse},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {18--38},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_2},
doi = {10.1007/978-3-031-63800-8\_2},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/AbrateSBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Aguilar-CantoGA24,
author = {Fernando Aguilar{-}Canto and
Omar Garc{\'{\i}}a{-}V{\'{a}}zquez and
Tania Alc{\'{a}}ntara and
Alberto Espinosa{-}Ju{\'{a}}rez and
Hiram Calvo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Associative Interpretability of Hidden Semantics with Contrastiveness
Operators in Face Classification Tasks},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {469--491},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_24},
doi = {10.1007/978-3-031-63787-2\_24},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Aguilar-CantoGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AliciogluS24,
author = {Gulsum Alicioglu and
Bo Sun},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Use Bag-of-Patterns Approach to Explore Learned Behaviors of Reinforcement
Learning},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {41--48},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_6.pdf},
timestamp = {Mon, 21 Oct 2024 16:40:18 +0200},
biburl = {https://dblp.org/rec/conf/xai/AliciogluS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AmaraSE24,
author = {Kenza Amara and
Rita Sevastjanova and
Mennatallah El{-}Assady},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Challenges and Opportunities in Text Generation Explainability},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {244--264},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_13},
doi = {10.1007/978-3-031-63787-2\_13},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/AmaraSE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AmlingSSLS24,
author = {Jonas Amling and
Stephan Scheele and
Emanuel Slany and
Moritz Lang and
Ute Schmid},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable {AI} for Mixed Data Clustering},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {42--62},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_3},
doi = {10.1007/978-3-031-63797-1\_3},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/AmlingSSLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ArazoSBSC24,
author = {Eric Arazo and
Hristo Stoev and
Cristian Bosch and
Andr{\'{e}}s L. Su{\'{a}}rez{-}Cetrulo and
Ricardo Simon Carbajo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Xpression: {A} Unifying Metric to Optimize Compression and Explainability
Robustness of {AI} Models},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {370--382},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_19},
doi = {10.1007/978-3-031-63787-2\_19},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ArazoSBSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ArrighiPTJ24,
author = {Leonardo Arrighi and
Luca Pennella and
Gabriel Marques Tavares and
Sylvio Barbon Junior},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {311--332},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_16},
doi = {10.1007/978-3-031-63797-1\_16},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ArrighiPTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ArteltG24,
author = {Andr{\'{e}} Artelt and
Andreas Gregoriades},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual
Explanations},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {233--240},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_30.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ArteltG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BarbuDVS24,
author = {Eduard Barbu and
Marharyta Domnich and
Raul Vicente and
Nikos Sakkas},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Exploring Commonalities in Explanation Frameworks: {A} Multi-Domain
Survey Analysis},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {153--160},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_20.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BarbuDVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BeldPGHS24,
author = {Jorn{-}Jan van de Beld and
Shreyasi Pathak and
Jeroen Geerdink and
Johannes H. Hegeman and
Christin Seifert},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Feature Importance to Explain Multimodal Prediction Models. a Clinical
Use Case},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {84--101},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_5},
doi = {10.1007/978-3-031-63803-9\_5},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BeldPGHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Bergomi24,
author = {Laura Bergomi},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Fostering Human-AI interaction: development of a Clinical Decision
Support System enhanced by eXplainable {AI} and Natural Language Processing},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {321--328},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_41.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Bergomi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BocchiFMPPGGLBF24,
author = {Giovanni Bocchi and
Patrizio Frosini and
Alessandra Micheletti and
Alessandro Pedretti and
Gianluca Palermo and
Davide Gadioli and
Carmen Gratteri and
Filippo Lunghini and
Andrea Rosario Beccari and
Anna Fava and
Carmine Talarico},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {A geometric {XAI} approach to protein pocket detection},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {217--224},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_28.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BocchiFMPPGGLBF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BorrieroMDOVDTP24,
author = {Alessio Borriero and
Martina Milazzo and
Matteo Diano and
Davide Orsenigo and
Maria{-}Chiara Villa and
Chiara Di Fazio and
Marco Tamietto and
Alan Perotti},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Emotion Decoding for Human and Computer Vision},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {178--201},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_10},
doi = {10.1007/978-3-031-63797-1\_10},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BorrieroMDOVDTP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BreuerSMA24,
author = {Nils Ole Breuer and
Andreas Sauter and
Majid Mohammadi and
Erman Acar},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {{CAGE:} Causality-Aware Shapley Value for Global Explanations},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {143--162},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_8},
doi = {10.1007/978-3-031-63800-8\_8},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BreuerSMA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Byrne24,
author = {Adrian Byrne},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Pricing Risk: An {XAI} Analysis of Irish Car Insurance Premiums},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {315--330},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_17},
doi = {10.1007/978-3-031-63803-9\_17},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Byrne24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CabitzaFCN24,
author = {Federico Cabitza and
Caterina Fregosi and
Andrea Campagner and
Chiara Natali},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explanations Considered Harmful: The Impact of Misleading Explanations
on Accuracy in Hybrid Human-AI Decision Making},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {255--269},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_14},
doi = {10.1007/978-3-031-63803-9\_14},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CabitzaFCN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Caro-MartinezJD24,
author = {Marta Caro{-}Mart{\'{\i}}nez and
Jose L. Jorro{-}Aragoneses and
Bel{\'{e}}n D{\'{\i}}az{-}Agudo and
Juan A. Recio{-}Garc{\'{\i}}a},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Graph-Based Interface for Explanations by Examples in Recommender
Systems: {A} User Study},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {28--41},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_2},
doi = {10.1007/978-3-031-63797-1\_2},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Caro-MartinezJD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Caro-MartinezLD24,
author = {Marta Caro{-}Mart{\'{\i}}nez and
Anne Liret and
Bel{\'{e}}n D{\'{\i}}az{-}Agudo and
Juan A. Recio{-}Garc{\'{\i}}a and
Jesus M. Darias and
Nirmalie Wiratunga and
Anjana Wijekoon and
Kyle Martin and
Ikechukwu Nkisi{-}Orji and
David Corsar and
Chamath Palihawadana and
Craig Pirie and
Derek G. Bridge and
Preeja Pradeep and
Bruno Fleisch},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Building Personalised {XAI} Experiences Through iSee: a Case-Based
Reasoning-Driven Platform},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {313--320},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_40.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Caro-MartinezLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CastelnovoDMMPS24,
author = {Alessandro Castelnovo and
Roberto Depalmas and
Fabio Mercorio and
Nicol{\`{o}} Mombelli and
Daniele Potert{\`{\i}} and
Antonio Serino and
Andrea Seveso and
Salvatore Sorrentino and
Laura Viola},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Augmenting {XAI} with LLMs: {A} Case Study in Banking Marketing Recommendation},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {211--229},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_11},
doi = {10.1007/978-3-031-63787-2\_11},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CastelnovoDMMPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ChiaburuHB24,
author = {Teodor Chiaburu and
Frank Hau{\ss}er and
Felix Bie{\ss}mann},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining
Vision Models},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {69--91},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_5},
doi = {10.1007/978-3-031-63787-2\_5},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ChiaburuHB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ChikkankodL24,
author = {Arjun Vinayak Chikkankod and
Luca Longo},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {A proposal for improving {EEG} microstate generation via interpretable
deep clustering with convolutional autoencoders},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {25--32},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_4.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ChikkankodL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CinquiniG24,
author = {Martina Cinquini and
Riccardo Guidotti},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Causality-Aware Local Interpretable Model-Agnostic Explanations},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {108--124},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_6},
doi = {10.1007/978-3-031-63800-8\_6},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CinquiniG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CrupiRSMBACC24,
author = {Riccardo Crupi and
Daniele Regoli and
Alessandro Damiano Sabatino and
Immacolata Marano and
Massimiliano Brinis and
Luca Albertazzi and
Andrea Cirillo and
Andrea Claudio Cosentini},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Unraveling Anomalies: Explaining Outliers with {DTOR}},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {257--264},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_33.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CrupiRSMBACC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CruzHL24,
author = {Jane Arleth dela Cruz and
Iris Hendrickx and
Martha A. Larson},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {NoNE Found: Explaining the Output of Sequence-to-Sequence Models When
No Named Entity Is Recognized},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {265--284},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_14},
doi = {10.1007/978-3-031-63787-2\_14},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CruzHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DandlBBCB24,
author = {Susanne Dandl and
Marc Becker and
Bernd Bischl and
Giuseppe Casalicchio and
Ludwig Bothmann},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {mlr3summary: Concise and interpretable summaries for machine learning
models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {281--288},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_36.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DandlBBCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DandlBFKKBW24,
author = {Susanne Dandl and
Kristin Blesch and
Timo Freiesleben and
Gunnar K{\"{o}}nig and
Jan Kapar and
Bernd Bischl and
Marvin N. Wright},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {CountARFactuals - Generating Plausible Model-Agnostic Counterfactual
Explanations with Adversarial Random Forests},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {85--107},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_5},
doi = {10.1007/978-3-031-63800-8\_5},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DandlBFKKBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Danese24,
author = {Danilo Danese},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Optimizing Synthetic Data from Scarcity: Towards Meaningful Data Generation
in High-Dimensional Low-Sample Size Domains},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {329--336},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_42.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Danese24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Davydko24,
author = {Oleksandr Davydko},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Assesing the Interpretability of the Statistical Radiomic Features
via Image Saliency Maps in Medical Image Classification Tasks},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {337--344},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_43.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Davydko24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DavydkoPBL24,
author = {Oleksandr Davydko and
Vladimir Pavlov and
Przemyslaw Biecek and
Luca Longo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {SRFAMap: {A} Method for Mapping Integrated Gradients of a {CNN} Trained
with Statistical Radiomic Features to Medical Image Saliency Maps},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {3--23},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_1},
doi = {10.1007/978-3-031-63803-9\_1},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DavydkoPBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DimitriouCLS24,
author = {Angeliki Dimitriou and
Nikolaos Chaidos and
Maria Lymperaiou and
Giorgos Stamou},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Graph Edits for Counterfactual Explanations: {A} Comparative Study},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {100--112},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_6},
doi = {10.1007/978-3-031-63797-1\_6},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DimitriouCLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DominiciBGGL24,
author = {Gabriele Dominici and
Pietro Barbiero and
Francesco Giannini and
Martin Gjoreski and
Marc Langheinrich},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {81--88},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_11.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DominiciBGGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DomnichV24,
author = {Marharyta Domnich and
Raul Vicente},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Enhancing Counterfactual Explanation Search with Diffusion Distance
and Directional Coherence},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {60--84},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_4},
doi = {10.1007/978-3-031-63800-8\_4},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DomnichV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Duarte24,
author = {Regina De Brito Duarte},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable {AI} as a Crucial Factor for Improving Human-AI Decision-Making
Processes},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {345--352},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_44.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Duarte24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DubslaffKP24,
author = {Clemens Dubslaff and
Verena Kl{\"{o}}s and
Juliane P{\"{a}}{\ss}ler},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Template Decision Diagrams for Meta Control and Explainability},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {219--242},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_12},
doi = {10.1007/978-3-031-63797-1\_12},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DubslaffKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EllisSMC24,
author = {Charles A. Ellis and
Martina Lapera Sancho and
Robyn L. Miller and
Vince D. Calhoun},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Identifying {EEG} Biomarkers of Depression with Novel Explainable
Deep Learning Architectures},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {102--124},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_6},
doi = {10.1007/978-3-031-63803-9\_6},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/EllisSMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EngelhardtLWK24,
author = {Raphael C. Engelhardt and
Moritz Lange and
Laurenz Wiskott and
Wolfgang Konen},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Exploring the Reliability of {SHAP} Values in Reinforcement Learning},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {165--184},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_9},
doi = {10.1007/978-3-031-63800-8\_9},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/EngelhardtLWK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ernst24,
author = {Renate Ernst},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Counterfactual generating Variational Autoencoder for Anomaly Detection},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {353--360},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_45.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Ernst24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EwaldBWBCK24,
author = {Fiona Katharina Ewald and
Ludwig Bothmann and
Marvin N. Wright and
Bernd Bischl and
Giuseppe Casalicchio and
Gunnar K{\"{o}}nig},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {A Guide to Feature Importance Methods for Scientific Inference},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {440--464},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_22},
doi = {10.1007/978-3-031-63797-1\_22},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/EwaldBWBCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ezzeddine24,
author = {Fatima Ezzeddine},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Privacy Implications of Explainable {AI} in Data-Driven Systems},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {361--368},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_46.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Ezzeddine24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EzzeddineSAAGSL24,
author = {Fatima Ezzeddine and
Mirna Saad and
Omran Ayoub and
Davide Andreoletti and
Martin Gjoreski and
Ihab Sbeity and
Marc Langheinrich and
Silvia Giordano},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Differential Privacy for Anomaly Detection: Analyzing the Trade-Off
Between Privacy and Explainability},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {294--318},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_15},
doi = {10.1007/978-3-031-63800-8\_15},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/EzzeddineSAAGSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/FontanesiMP24,
author = {Michele Fontanesi and
Alessio Micheli and
Marco Podda},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explaining Graph Classifiers by Unsupervised Node Relevance Attribution},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {63--74},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_4},
doi = {10.1007/978-3-031-63797-1\_4},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/FontanesiMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GalleeLLDWVBG24,
author = {Luisa Gall{\'{e}}e and
Catharina Silvia Lisson and
Christoph Gerhard Lisson and
Daniela Drees and
Felix Weig and
Daniel Vogele and
Meinrad Beer and
Michael G{\"{o}}tz},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Evaluating the Explainability of Attributes and Prototypes for a Medical
Classification Model},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {43--56},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_3},
doi = {10.1007/978-3-031-63787-2\_3},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GalleeLLDWVBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ghidini24,
author = {Valentina Ghidini},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Statistics and Explainability: {A} Fruitful Alliance},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {477--488},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_24},
doi = {10.1007/978-3-031-63797-1\_24},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Ghidini24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GhidiniMQS24,
author = {Valentina Ghidini and
Michael D. Multerer and
Jacopo Quizi and
Rohan Sen},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Observation-Specific Explanations Through Scattered Data Approximation},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {335--345},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_17},
doi = {10.1007/978-3-031-63797-1\_17},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GhidiniMQS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GholamiDCG24,
author = {Ladan Gholami and
Pietro Ducange and
Pietro Cassar{\`{a}} and
Alberto Gotta},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Channel Modeling for Millimeter-Wave {UAV} Communication based on
Explainable Generative Neural Network},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {177--184},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_23.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GholamiDCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GianniniFBTLL24,
author = {Francesco Giannini and
Stefano Fioravanti and
Pietro Barbiero and
Alberto Tonda and
Pietro Li{\`{o}} and
Elena Di Lavore},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Categorical Foundation of Explainable {AI:} {A} Unifying Theory},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {185--206},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_10},
doi = {10.1007/978-3-031-63800-8\_10},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GianniniFBTLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Gipiskis24,
author = {Rokas Gipiskis},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {XAI-driven Model Improvements in Interpretable Image Segmentation},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {369--376},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_47.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Gipiskis24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GiudiciN24,
author = {Paolo Giudici and
Parvati Neelakantan},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Shapley values and fairness},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {9--16},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_2.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GiudiciN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GiudiciV24,
author = {Paolo Giudici and
Giulia Vilone},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Model agnostic calibration of image classifiers},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {57--64},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_8.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GiudiciV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GoldwasserH24,
author = {Jeremy Goldwasser and
Giles Hooker},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Stabilizing Estimates of Shapley Values with Control Variates},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {416--439},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_21},
doi = {10.1007/978-3-031-63797-1\_21},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GoldwasserH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GorositoYSH24,
author = {Martin A. Gorosito and
Anis Yazidi and
B{\o}rge Sivertsen and
H{\aa}rek Haugerud},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Precision Medicine for Student Health: Insights from Tsetlin Machines
into Chronic Pain and Psychological Distress},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {42--65},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_3},
doi = {10.1007/978-3-031-63803-9\_3},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GorositoYSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GraaffWWMSE24,
author = {Thies de Graaff and
Michael Wild and
Tino Werner and
Eike M{\"{o}}hlmann and
Stefan Seibt and
Benjamin Ebrecht},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Increasing Explainability in Time Series Classification by Functional
Decomposition},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {125--144},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_7},
doi = {10.1007/978-3-031-63803-9\_7},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GraaffWWMSE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GrauN24,
author = {Isel Grau and
Gonzalo N{\'{a}}poles},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Sparseness-Optimized Feature Importance},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {393--415},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_20},
doi = {10.1007/978-3-031-63797-1\_20},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GrauN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GuzziG24,
author = {J{\'{e}}r{\^{o}}me Guzzi and
Alessandro Giusti},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Human-in-the-loop testing of the explainability of robot navigation
algorithms in extended reality},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {297--304},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_38.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/GuzziG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HasanyMP24,
author = {Syed Nouman Hasany and
Fabrice M{\'{e}}riaudeau and
Caroline Petitjean},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {A Guided Tour of Post-hoc {XAI} Techniques in Image Segmentation},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {155--177},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_9},
doi = {10.1007/978-3-031-63797-1\_9},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HasanyMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HavardstunFFT24,
author = {Brigt Arve Toppe H{\aa}vardstun and
C{\`{e}}sar Ferri and
Kristian Flikka and
Jan Arne Telle},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {{XAI} for Time Series Classification: Evaluating the Benefits of Model
Inspection for End-Users},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {439--453},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_22},
doi = {10.1007/978-3-031-63800-8\_22},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HavardstunFFT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HedstromWLH24,
author = {Anna Hedstr{\"{o}}m and
Leander Weber and
Sebastian Lapuschkin and
Marina M.{-}C. H{\"{o}}hne},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {A Fresh Look at Sanity Checks for Saliency Maps},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {403--420},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_21},
doi = {10.1007/978-3-031-63787-2\_21},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HedstromWLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Heerlien24,
author = {Iris Heerlien},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Design Guidelines for {XAI} in the Healthcare Domain},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {377--384},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_48.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Heerlien24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HegedicHMRB24,
author = {Leon Hegedic and
Luka Hobor and
Nikola Maric and
Martin Ante Rogosic and
Mario Brcic},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Towards Mechanistic Interpretability for Autoencoder compression of
{EEG} signals},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {97--104},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_13.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/HegedicHMRB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Hryniewska-Guzik24,
author = {Weronika Hryniewska{-}Guzik and
Luca Longo and
Przemyslaw Biecek},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {CNN-Based Explanation Ensembling for Dataset, Representation and Explanations
Evaluation},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {346--368},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_18},
doi = {10.1007/978-3-031-63797-1\_18},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Hryniewska-Guzik24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HuangMMKPKRS24,
author = {Qi Huang and
Emanuele Mezzi and
Osman Mutlu and
Miltiadis Kofinas and
Vidya Prasad and
Shadnan Azwad Khan and
Elena Ranguelova and
Niki van Stein},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Beyond the Veil of Similarity: Quantifying Semantic Continuity in
Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {308--331},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_16},
doi = {10.1007/978-3-031-63787-2\_16},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/HuangMMKPKRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Jutte24,
author = {Annemarie Jutte},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable MLOps: {A} Methodological Framework for the Development
of Explainable {AI} in Practice},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {385--392},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_49.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Jutte24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KnofBT24,
author = {Helene Knof and
Michell Boerger and
Nikolay Tcholtchev},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Quantitative Evaluation of xAI Methods for Multivariate Time Series
- {A} Case Study for a CNN-Based {MI} Detection Model},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {169--190},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_9},
doi = {10.1007/978-3-031-63803-9\_9},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KnofBT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KoenenW24,
author = {Niklas Koenen and
Marvin N. Wright},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Toward Understanding the Disagreement Problem in Neural Network Feature
Attribution},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {247--269},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_13},
doi = {10.1007/978-3-031-63800-8\_13},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/KoenenW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KolpaczkiHH24,
author = {Patrick Kolpaczki and
Georg Haselbeck and
Eyke H{\"{u}}llermeier},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {How Much Can Stratification Improve the Approximation of Shapley Values?},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {489--512},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_25},
doi = {10.1007/978-3-031-63797-1\_25},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KolpaczkiHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Kopanja24,
author = {Marija Kopanja},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {A Novel Model-Agnostic xAI Method Guided by Cost-Sensitive Tree Models
and Argumentative Decision Graphs},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {393--400},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_50.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Kopanja24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Krause24,
author = {Stefanie Krause},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable Artificial Intelligence and Reasoning in the Context of
Large Neural Network Models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {401--408},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_51.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Krause24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Kronziel24,
author = {Lea Louisa Kronziel},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Artificial Representative Trees as Interpretable Surrogates for Random
Forests},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {409--416},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_52.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Kronziel24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LaabsKKS24,
author = {Bj{\"{o}}rn{-}Hergen Laabs and
Lea L. Kronziel and
Inke R. K{\"{o}}nig and
Silke Szymczak},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Construction of Artificial Most Representative Trees by Minimizing
Tree-Based Distance Measures},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {290--310},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_15},
doi = {10.1007/978-3-031-63797-1\_15},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LaabsKKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LabartaKFGMK24,
author = {Tobias Labarta and
Elizaveta Kulicheva and
Ronja Froelian and
Christian Gei{\ss}ler and
Xenia Melman and
Julian von Klitzing},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Study on the Helpfulness of Explainable Artificial Intelligence},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {294--312},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_16},
doi = {10.1007/978-3-031-63803-9\_16},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LabartaKFGMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LeblancG24,
author = {Benjamin Leblanc and
Pascal Germain},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Seeking Interpretability and Explainability in Binary Activated Neural
Networks},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {3--20},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_1},
doi = {10.1007/978-3-031-63787-2\_1},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LeblancG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LeemannPPK24,
author = {Tobias Leemann and
Martin Pawelczyk and
Bardh Prenkaj and
Gjergji Kasneci},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Towards Non-adversarial Algorithmic Recourse},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {395--419},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_20},
doi = {10.1007/978-3-031-63800-8\_20},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LeemannPPK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiSHMSN24,
author = {Jiayi Li and
Sheetal Satheesh and
Stefan Heindorf and
Diego Moussallem and
Ren{\'{e}} Speck and
Axel{-}Cyrille Ngonga Ngomo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {AutoCL: AutoML for Concept Learning},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {117--136},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_7},
doi = {10.1007/978-3-031-63787-2\_7},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LiSHMSN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiedekerDNC24,
author = {Felix Liedeker and
Christoph D{\"{u}}sing and
Marcel Nieveler and
Philipp Cimiano},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {An Empirical Investigation of Users' Assessment of {XAI} Explanations:
Identifying the Sweet Spot of Explanation Complexity and Value},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {225--232},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_29.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LiedekerDNC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LisaIK24,
author = {Fahmida Tasnim Lisa and
Sheikh Rabiul Islam and
Neha Mohan Kumar},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Multi-modal Machine Learning Model for Interpretable Malware Classification},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {334--349},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_17},
doi = {10.1007/978-3-031-63800-8\_17},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LisaIK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Liu0BSGPL24,
author = {Yuwei Liu and
Chen Dan and
Anubhav Bhatti and
Bingjie Shen and
Divij Gupta and
Suraj Parmar and
San Lee},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Interpretable Vital Sign Forecasting with Model Agnostic Attention
Maps},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {113--120},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_15.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Liu0BSGPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LlorenteFKHVLKC24,
author = {Oscar Llorente and
Rana Fawzy and
Jared Keown and
Michal Horemuz and
P{\'{e}}ter Vaderna and
S{\'{a}}ndor Laki and
Roland Kotrocz{\'{o}} and
Rita Csoma and
J{\'{a}}nos M{\'{a}}rk Szalai{-}Gindl},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Evaluating Neighbor Explainability for Graph Neural Networks},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {383--402},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_20},
doi = {10.1007/978-3-031-63787-2\_20},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LlorenteFKHVLKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LofstromL24,
author = {Helena L{\"{o}}fstr{\"{o}}m and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Conditional Calibrated Explanations: Finding a Path Between Bias and
Uncertainty},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {332--355},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_17},
doi = {10.1007/978-3-031-63787-2\_17},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LofstromL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LukasG24,
author = {Ondrej Luk{\'{a}}s and
Sebasti{\'{a}}n Garc{\'{\i}}a},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Exploring Agent Behaviors in Network Security through Trajectory Clustering},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {209--216},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_27.pdf},
timestamp = {Wed, 18 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LukasG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MacisTCRGCPC24,
author = {Luca Macis and
Marco Tagliapietra and
Alessandro Castelnovo and
Daniele Regoli and
Greta Greco and
Andrea Claudio Cosentini and
Paola Pisano and
Edoardo Carroccetto},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Integrating {XAI} for Predictive Conflict Analytics},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {105--112},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_14.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MacisTCRGCPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MarochkoL24,
author = {Vladimir Marochko and
Luca Longo},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Enhancing the analysis of the {P300} event-related potential with
integrated gradients on a convolutional neural network trained with
superlets},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {145--152},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_19.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MarochkoL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Marques24,
author = {Pedro M. Marques},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Can Reduction of Bias Decrease the Need for Explainability? Working
with Simplified Models to Understand Complexity},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {417--424},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_53.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Marques24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MartinezCGKH24,
author = {Helard Becerra Martinez and
Katryna Cisek and
Alejandro Garc{\'{\i}}a{-}Rudolph and
John D. Kelleher and
Andrew Hines},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Transparently Predicting Therapy Compliance of Young Adults Following
Ischemic Stroke},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {24--41},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_2},
doi = {10.1007/978-3-031-63803-9\_2},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MartinezCGKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MastroianniS24,
author = {Antonio Mastroianni and
Sibylle D. Sager{-}M{\"{u}}ller},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Validation of {ML} Models from the Field of {XAI} for Computer Vision
in Autonomous Driving},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {185--192},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_24.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MastroianniS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MehdiyevMF24,
author = {Nijat Mehdiyev and
Maxim Majlatow and
Peter Fettke},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Communicating Uncertainty in Machine Learning Explanations: {A} Visualization
Analytics Approach for Predictive Process Monitoring},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {420--438},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_21},
doi = {10.1007/978-3-031-63800-8\_21},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MehdiyevMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MekonnenLD24,
author = {Ephrem Tibebe Mekonnen and
Luca Longo and
Pierpaolo Dondio},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Interpreting Black-Box Time Series Classifiers using Parameterised
Event Primitives},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {65--72},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_9.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MekonnenLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MikriukovSMB24,
author = {Georgii Mikriukov and
Gesina Schwalbe and
Franz Motzkus and
Korinna Bade},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Unveiling the Anatomy of Adversarial Attacks: Concept-Based {XAI}
Dissection of CNNs},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {92--116},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_6},
doi = {10.1007/978-3-031-63787-2\_6},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MikriukovSMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MilckeDH24,
author = {Bj{\"{o}}rn Milcke and
Pascal Dinglinger and
Jonas Holtmann},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Exploring the Role of Explainable {AI} in the Development and Qualification
of Aircraft Quality Assurance Processes: {A} Case Study},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {331--352},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_18},
doi = {10.1007/978-3-031-63803-9\_18},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MilckeDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Miro-NicolauJM24,
author = {Miquel Mir{\'{o}}{-}Nicolau and
Antoni Jaume{-}i{-}Cap{\'{o}} and
Gabriel Moy{\`{a}}{-}Alcover},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Meta-evaluating Stability Measures: MAX-Sensitivity and AVG-Sensitivity},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {356--369},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_18},
doi = {10.1007/978-3-031-63787-2\_18},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Miro-NicolauJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MomcilovicBZPB24,
author = {Tomas Bueno Momcilovic and
Beat Buesser and
Giulio Zizzo and
Mark Purcell and
Dian Balta},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Towards Assurance of {LLM} Adversarial Robustness using Ontology-Driven
Argumentation},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {121--128},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_16.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MomcilovicBZPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MotzkusMHS24,
author = {Franz Motzkus and
Georgii Mikriukov and
Christian Hellert and
Ute Schmid},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Locally Testing Model Detections for Semantic Global Concepts},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {137--159},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_8},
doi = {10.1007/978-3-031-63787-2\_8},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MotzkusMHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MozolewskiBRN024,
author = {Maciej Mozolewski and
Szymon Bobek and
Rita P. Ribeiro and
Grzegorz J. Nalepa and
Jo{\~{a}}o Gama},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Towards Evaluation of Explainable Artificial Intelligence in Streaming
Data},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {145--168},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_8},
doi = {10.1007/978-3-031-63803-9\_8},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MozolewskiBRN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MuselliVFGM24,
author = {Claudio Muselli and
Damiano Verda and
Enrico Ferrari and
Claire Thomas Gaggiotti and
Marco Muselli},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Rulex Platform: leveraging domain knowledge and data-driven rules
to support decisions in the fintech sector through eXplainable {AI}
models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {305--312},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_39.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MuselliVFGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NaisehWURWTV24,
author = {Mohammad Naiseh and
Catherine Webb and
Timothy J. Underwood and
Gopal Ramchurn and
Zo{\"{e}} Walters and
Navamayooran Thavanesan and
Ganesh Vigneswaran},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {{XAI} for Group-AI Interaction: Towards Collaborative and Inclusive
Explanations},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {249--256},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_32.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/NaisehWURWTV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NarteniCGM24,
author = {Sara Narteni and
Alberto Carlevaro and
J{\'{e}}r{\^{o}}me Guzzi and
Maurizio Mongelli},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Ensuring Safe Social Navigation via Explainable Probabilistic and
Conformal Safety Regions},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {396--417},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_22},
doi = {10.1007/978-3-031-63803-9\_22},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/NarteniCGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Naumann24,
author = {Philip Naumann},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Towards {XAI} for Optimal Transport},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {425--432},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_54.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Naumann24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NguyenSS24,
author = {Van Bach Nguyen and
J{\"{o}}rg Schl{\"{o}}tterer and
Christin Seifert},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {XAgent: {A} Conversational {XAI} Agent Harnessing the Power of Large
Language Models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {273--280},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_35.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/NguyenSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NtekouliSWR24,
author = {Mandani Ntekouli and
Gerasimos Spanakis and
Lourens J. Waldorp and
Anne Roefs},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explaining Clustering of Ecological Momentary Assessment Data Through
Temporal and Feature Attention},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {75--99},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_5},
doi = {10.1007/978-3-031-63797-1\_5},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/NtekouliSWR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/OplatekR024,
author = {Szymon Oplatek and
Dawid Rymarczyk and
Bartosz Zielinski},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Revisiting FunnyBirds Evaluation Framework for Prototypical Parts
Networks},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {57--68},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_4},
doi = {10.1007/978-3-031-63787-2\_4},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/OplatekR024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PandzicG24,
author = {Stipe Pandzic and
Joris Graff},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {A Logic of Weighted Reasons for Explainable Inference in {AI}},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {243--267},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_13},
doi = {10.1007/978-3-031-63797-1\_13},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PandzicG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PathakSVGKS24,
author = {Shreyasi Pathak and
J{\"{o}}rg Schl{\"{o}}tterer and
Jeroen Veltman and
Jeroen Geerdink and
Maurice van Keulen and
Christin Seifert},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis
and Challenges},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {21--42},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_2},
doi = {10.1007/978-3-031-63787-2\_2},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PathakSVGKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PawarOBO24,
author = {Urja Pawar and
Ruairi O'Reilly and
Christian Beder and
Donna O'Shea},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {The Dynamics of Explainability: Diverse Insights from {SHAP} Explanations
using Neighbourhoods},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {137--144},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_18.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PawarOBO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Perera-LagoTPNR24,
author = {Javier Perera{-}Lago and
V{\'{\i}}ctor Toscano{-}Dur{\'{a}}n and
Eduardo Paluzo{-}Hidalgo and
Sara Narteni and
Matteo Rucco},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Application of the Representative Measure Approach to Assess the Reliability
of Decision Trees in Dealing with Unseen Vehicle Collision Data},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {384--395},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_21},
doi = {10.1007/978-3-031-63803-9\_21},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Perera-LagoTPNR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PerottiBMNBP24,
author = {Alan Perotti and
Claudio Borile and
Arianna Miola and
Francesco Paolo Nerini and
Paolo Baracco and
Andr{\'{e}} Panisson},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainability, Quantified: Benchmarking {XAI} Techniques},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {421--444},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_22},
doi = {10.1007/978-3-031-63787-2\_22},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PerottiBMNBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PicardHFV24,
author = {Agustin Picard and
Lucas Hervier and
Thomas Fel and
David Vigouroux},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Influenci{\ae}: {A} Library for Tracing the Influence Back to the
Data-Points},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {193--204},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_10},
doi = {10.1007/978-3-031-63803-9\_10},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PicardHFV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PochinkovPS24,
author = {Nicholas Pochinkov and
Ben Pasero and
Skylar Shibayama},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Investigating Neuron Ablation in Attention Heads: The Case for Peak
Activation Centering},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {161--168},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_21.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PochinkovPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PohlandT24,
author = {Sara Pohland and
Claire J. Tomlin},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Understanding the Dependence of Perception Model Competency on Regions
in an Image},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {130--154},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_8},
doi = {10.1007/978-3-031-63797-1\_8},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PohlandT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Porebski24,
author = {Andrzej Porebski},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Looking for the Right Paths to Use {XAI} in the Judiciary. Which Branches
of Law Need Inherently Interpretable Machine Learning Models and Why?},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {129--136},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_17.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Porebski24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PotiS24,
author = {Siri Padmanabhan Poti and
Christopher J. Stanton},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Mediating Explainer for Human Autonomy Teaming},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {201--208},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_26.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PotiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RahnamaBB24,
author = {Amir Hossein Akhavan Rahnama and
Judith B{\"{u}}tepage and
Henrik Bostr{\"{o}}m},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Local List-Wise Explanations of LambdaMART},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {369--392},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_19},
doi = {10.1007/978-3-031-63797-1\_19},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RahnamaBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RashidAFV24,
author = {Muhammad Rashid and
Elvio G. Amparore and
Enrico Ferrari and
Damiano Verda},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Can {I} Trust My Anomaly Detection System? {A} Case Study Based on
Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {243--254},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_13},
doi = {10.1007/978-3-031-63803-9\_13},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RashidAFV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RaufiFL24,
author = {Bujar Raufi and
Ciaran Finnegan and
Luca Longo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {A Comparative Analysis of SHAP, LIME, ANCHORS, and {DICE} for Interpreting
a Dense Neural Network in Credit Card Fraud Detection},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {365--383},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_20},
doi = {10.1007/978-3-031-63803-9\_20},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RaufiFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RefoyoL24,
author = {Mario Refoyo and
David Luengo},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Sub-SpaCE: Subsequence-Based Sparse Counterfactual Explanations for
Time Series Classification Problems},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {3--17},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_1},
doi = {10.1007/978-3-031-63800-8\_1},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RefoyoL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RizzoCJH24,
author = {Matteo Rizzo and
Cristina Conati and
Daesik Jang and
Hui Hu},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Evaluating the Faithfulness of Causality in Saliency-Based Explanations
of Deep Learning Models for Temporal Colour Constancy},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {125--142},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_7},
doi = {10.1007/978-3-031-63800-8\_7},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RizzoCJH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RongSK24,
author = {Yao Rong and
David Scheerer and
Enkelejda Kasneci},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative
Features},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {33--40},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_5.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/RongSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RundelKCFNR24,
author = {David Rundel and
Julius Kobialka and
Constantin von Crailsheim and
Matthias Feurer and
Thomas Nagler and
David R{\"{u}}gamer},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Interpretable Machine Learning for TabPFN},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {465--476},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_23},
doi = {10.1007/978-3-031-63797-1\_23},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RundelKCFNR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RutinowskiKERM24,
author = {J{\'{e}}r{\^{o}}me Rutinowski and
Simon Kl{\"{u}}ttermann and
Jan Endendyk and
Christopher Reining and
Emmanuel M{\"{u}}ller},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Benchmarking Trust: {A} Metric for Trustworthy Machine Learning},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {287--307},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_15},
doi = {10.1007/978-3-031-63787-2\_15},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RutinowskiKERM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Saadallah24,
author = {Amal Saadallah},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Online Explainable Ensemble of Tree Models Pruning for Time Series
Forecasting},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {89--96},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_12.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Saadallah24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SachanDF24,
author = {Swati Sachan and
Vinicius Dezem and
Dale S. Fickett},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Blockchain for Ethical and Transparent Generative {AI} Utilization
by Banking and Finance Lawyers},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {319--333},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_16},
doi = {10.1007/978-3-031-63800-8\_16},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SachanDF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SantiSNPS24,
author = {Lisa Anita De Santi and
J{\"{o}}rg Schl{\"{o}}tterer and
Meike Nauta and
Vincenzo Positano and
Christin Seifert},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for
Alzheimer's Disease classification},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {73--80},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_10.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SantiSNPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SartiFQNB24,
author = {Gabriele Sarti and
Nils Feldhus and
Jirui Qi and
Malvina Nissim and
Arianna Bisazza},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Democratizing Advanced Attribution Analyses of Generative Language
Models with the Inseq Toolkit},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {289--296},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_37.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SartiFQNB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SchafferT0B24,
author = {Michael Erol Schaffer and
Lutz Terfloth and
Carsten Schulte and
Heike M. Buhl},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Perception and Consideration of the Explainees' Needs for Satisfying
Explanations},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {17--24},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_3.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SchafferT0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SchurmannS24,
author = {Finn Sch{\"{u}}rmann and
Sibylle D. Sager{-}M{\"{u}}ller},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Interactive xAI-dashboard for Semantic Segmentation},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {241--248},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_31.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SchurmannS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SchwammbergerMW24,
author = {Maike Schwammberger and
Raffaela Mirandola and
Nils Wenninghoff},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainability Engineering Challenges: Connecting Explainability Levels
to Run-Time Explainability},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {205--218},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_11},
doi = {10.1007/978-3-031-63803-9\_11},
timestamp = {Mon, 28 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SchwammbergerMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SciaccaEVF24,
author = {Enrico Sciacca and
Claudio Estatico and
Damiano Verda and
Enrico Ferrari},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Evaluating Local Explainable {AI} Techniques for the Classification
of Chest X-Ray Images},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {66--83},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_4},
doi = {10.1007/978-3-031-63803-9\_4},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SciaccaEVF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SegalGYD24,
author = {Meirav Segal and
Anne{-}Marie George and
Ingrid Chieh Yu and
Christos Dimitrakakis},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Better Luck Next Time: About Robust Recourse in Binary Allocation
Problems},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {374--394},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_19},
doi = {10.1007/978-3-031-63800-8\_19},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SegalGYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SeifiSSCSW24,
author = {Sarah Seifi and
Tobias Sukianto and
Maximilian Strobel and
Cecilia Carbonelli and
Lorenzo Servadei and
Robert Wille},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {XentricAI: {A} Gesture Sensing Calibration Approach Through Explainable
and User-Centric {AI}},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {232--246},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_12},
doi = {10.1007/978-3-031-63800-8\_12},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SeifiSSCSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShahidRD24,
author = {Zohaib Shahid and
Yogachandran Rahulamathavan and
Safak Dogan},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Second Glance: {A} Novel Explainable {AI} to Understand Feature Interactions
in Neural Networks using Higher-Order Partial Derivatives},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {193--200},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_25.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ShahidRD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShajalalBSDK24,
author = {Md Shajalal and
Alexander Boden and
Gunnar Stevens and
Delong Du and
Dean{-}Robin Kern},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explaining {AI} Decisions: Towards Achieving Human-Centered Explainability
in Smart Home Environments},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {418--440},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_23},
doi = {10.1007/978-3-031-63803-9\_23},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ShajalalBSDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShvetsovADVF24,
author = {Dmytro Shvetsov and
Joonas Ariva and
Marharyta Domnich and
Raul Vicente and
Dmytro Fishman},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {{COIN:} Counterfactual Inpainting for Weakly Supervised Semantic Segmentation
for Medical Images},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {39--59},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_3},
doi = {10.1007/978-3-031-63800-8\_3},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ShvetsovADVF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SithakoulMF24,
author = {Samuel Sithakoul and
Sara Meftah and
Cl{\'{e}}ment Feutry},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {BEExAI: Benchmark to Evaluate Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {445--468},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_23},
doi = {10.1007/978-3-031-63787-2\_23},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/SithakoulMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Tetkova24,
author = {Lenka Tetkov{\'{a}}},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Knowledge Graphs and Explanations for Improving Detection of Diseases
in Images of Grains},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {433--440},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_55.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Tetkova24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TetkovaSFJNH24,
author = {Lenka Tetkov{\'{a}} and
Teresa Karen Scheidt and
Maria Mandrup Fogh and
Ellen Marie Gaunby J{\o}rgensen and
Finn {\AA}rup Nielsen and
Lars Kai Hansen},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Knowledge Graphs for Empirical Concept Retrieval},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {160--183},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_9},
doi = {10.1007/978-3-031-63787-2\_9},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TetkovaSFJNH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TeufelF24,
author = {Jonas Teufel and
Pascal Friederich},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Global Concept Explanations for Graphs by Contrastive Learning},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {184--208},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_10},
doi = {10.1007/978-3-031-63787-2\_10},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/TeufelF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TheodorouKFM24,
author = {George Theodorou and
Sophia Karagiorgou and
Annamaria Fulignoli and
Roberto Magri},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {On Explaining and Reasoning About Optical Fiber Link Problems},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {268--289},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_14},
doi = {10.1007/978-3-031-63797-1\_14},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/TheodorouKFM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ThommesLSRW24,
author = {Kirsten Thommes and
Olesja Lammert and
Christian Sch{\"{u}}tze and
Birte Richter and
Britta Wrede},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Human Emotions in {AI} Explanations},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {270--293},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_15},
doi = {10.1007/978-3-031-63803-9\_15},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ThommesLSRW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TinauerDSSADPLS24,
author = {Christian Tinauer and
Anna Damulina and
Maximilian Sackl and
Martin Soellradl and
Reduan Achtibat and
Maximilian Dreyer and
Frederik Pahde and
Sebastian Lapuschkin and
Reinhold Schmidt and
Stefan Ropele and
Wojciech Samek and
Christian Langkammer},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Concept Mappings of {MRI:} Revealing the Mechanisms Underlying
Deep Learning-Based Brain Disease Classification},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {202--216},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_11},
doi = {10.1007/978-3-031-63797-1\_11},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TinauerDSSADPLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TorabianU24,
author = {Alireza Torabian and
Ruth Urner},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Investigating Calibrated Classification Scores Through the Lens of
Interpretability},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {207--231},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_11},
doi = {10.1007/978-3-031-63800-8\_11},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/TorabianU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Toscano-Duran24,
author = {Victor Toscano{-}Dur{\'{a}}n},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Topological Data Analysis for Trustworthy {AI}},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {441--448},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_56.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Toscano-Duran24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TritscherLWKHS24,
author = {Julian Tritscher and
Philip Lissmann and
Maximilian Wolf and
Anna Krause and
Andreas Hotho and
Daniel Schl{\"{o}}r},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Generative Inpainting for Shapley-Value-Based Anomaly Explanation},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
pages = {230--243},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2\_12},
doi = {10.1007/978-3-031-63787-2\_12},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/TritscherLWKHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ViloneSL24,
author = {Giulia Vilone and
Francesco Sovrano and
Micha{\"{e}}l Lognoul},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {On the Explainability of Financial Robo-Advice Systems},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {219--242},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_12},
doi = {10.1007/978-3-031-63803-9\_12},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ViloneSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/VisbeekAH24,
author = {Samantha Visbeek and
Erman Acar and
Floris den Hengst},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Fraud Detection with Deep Symbolic Classification},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {350--373},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_18},
doi = {10.1007/978-3-031-63800-8\_18},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/VisbeekAH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WallsbergerKM24,
author = {Raphael Wallsberger and
Ricardo Knauer and
Stephan Matzka},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable Artificial Intelligence Beyond Feature Attributions: The
Validity and Reliability of Feature Selection Explanations},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {1--8},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_1.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/WallsbergerKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Wenninghoff24,
author = {Nils Wenninghoff},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable Deep Reinforcement Learning through Introspective Explanations},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {449--456},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_57.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Wenninghoff24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/X24,
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Preface},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/preface.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Xu-DarmeVGGC24,
author = {Romain Xu{-}Darme and
Aymeric Varasse and
Alban Grastien and
Julien Girard{-}Satabin and
Zakaria Chihani},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {CaBRNet, An Open-Source Library For Developing And Evaluating Case-Based
Reasoning Models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {265--272},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_34.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Xu-DarmeVGGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/XueHMB24,
author = {Zhechang Xue and
Yiran Huang and
Hongnan Ma and
Michael Beigl},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Generate Explanations for Time-series classification by ChatGPT},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {49--56},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_7.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/XueHMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Yadav24,
author = {Sargam Yadav},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Explainable and Debiased Misogyny Identification In Code-Mixed Hinglish
using Artificial Intelligence Models},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {457--464},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_58.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Yadav24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YapiciogluSV24,
author = {Fatima Rabia Yapicioglu and
Alessandra Stramiglio and
Fabio Vitali},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {ConformaSight: Conformal Prediction-Based Global and Model-Agnostic
Explainability Framework},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
pages = {270--293},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8\_14},
doi = {10.1007/978-3-031-63800-8\_14},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/YapiciogluSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YuFSHK24,
author = {Xiaoyan Yu and
Jannik Franzen and
Wojciech Samek and
Marina M.{-}C. H{\"{o}}hne and
Dagmar Kainmueller},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Model Guidance via Explanations Turns Image Classifiers into Segmentation
Models},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {113--129},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_7},
doi = {10.1007/978-3-031-63797-1\_7},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/YuFSHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ZaccariaDMS24,
author = {Valentina Zaccaria and
David Dandolo and
Chiara Masiero and
Gian Antonio Susto},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {AcME-AD: Accelerated Model Explanations for Anomaly Detection},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
pages = {441--463},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9\_24},
doi = {10.1007/978-3-031-63803-9\_24},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ZaccariaDMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ZanonRM24,
author = {Andr{\'{e}} Levi Zanon and
Leonardo Chaves Dutra da Rocha and
Marcelo Garcia Manzato},
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Model-Agnostic Knowledge Graph Embedding Explanations for Recommender
Systems},
booktitle = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
pages = {3--27},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1\_1},
doi = {10.1007/978-3-031-63797-1\_1},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ZanonRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ZidoumAAAA24,
author = {Hamza Zidoum and
Ali AlShareedah and
Aliya Al{-}Ansari and
Batool Al{-}Lawati and
Sumaya Al{-}Sawafi},
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {CatBoost model with self-explanatory capabilities for predicting {SLE}
in {OMAN} population},
booktitle = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
pages = {169--176},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793/paper\_22.pdf},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ZidoumAAAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2024-1,
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2153},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63787-2},
doi = {10.1007/978-3-031-63787-2},
isbn = {978-3-031-63786-5},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2024-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2024-2,
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {2154},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63797-1},
doi = {10.1007/978-3-031-63797-1},
isbn = {978-3-031-63796-4},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2024-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2024-3,
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {2155},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63800-8},
doi = {10.1007/978-3-031-63800-8},
isbn = {978-3-031-63799-5},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2024-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2024-4,
editor = {Luca Longo and
Sebastian Lapuschkin and
Christin Seifert},
title = {Explainable Artificial Intelligence - Second World Conference, xAI
2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part {IV}},
series = {Communications in Computer and Information Science},
volume = {2156},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-63803-9},
doi = {10.1007/978-3-031-63803-9},
isbn = {978-3-031-63802-2},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2024-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2024l,
editor = {Luca Longo and
Weiru Liu and
Gr{\'{e}}goire Montavon},
title = {Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 2nd World Conference on eXplainable
Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3793},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3793},
urn = {urn:nbn:de:0074-3793-5},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2024l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/0001LIPP23,
author = {Andrea Apicella and
Luca Di Lorenzo and
Francesco Isgr{\`{o}} and
Andrea Pollastro and
Roberto Prevete},
editor = {Luca Longo},
title = {Strategies to Exploit {XAI} to Improve Classification Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {147--159},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_9},
doi = {10.1007/978-3-031-44064-9\_9},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/0001LIPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AbratePB23,
author = {Carlo Abrate and
Giulia Preti and
Francesco Bonchi},
editor = {Luca Longo},
title = {Counterfactual Explanations for Graph Classification Through the Lenses
of Density},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {324--348},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_18},
doi = {10.1007/978-3-031-44064-9\_18},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/AbratePB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AhmedL23,
author = {Taufique Ahmed and
Luca Longo},
editor = {Luca Longo},
title = {Latent Space Interpretation and Visualisation for Understanding the
Decisions of Convolutional Variational Autoencoders Trained with {EEG}
Topographic Maps},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {65--70},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper12.pdf},
timestamp = {Mon, 04 Dec 2023 14:02:45 +0100},
biburl = {https://dblp.org/rec/conf/xai/AhmedL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AlgabaMPDG23,
author = {Andres Algaba and
Carmen Mazijn and
Carina Prunkl and
Jan Danckaert and
Vincent Ginis},
editor = {Luca Longo},
title = {{LUCID-GAN:} Conditional Generative Models to Locate Unfairness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {346--367},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_18},
doi = {10.1007/978-3-031-44070-0\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/AlgabaMPDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/AragonZM23,
author = {Ricardo Anibal Matamoros Aragon and
Italo Zoppis and
Sara Manzoni},
editor = {Luca Longo},
title = {When Attention Turn To Be Explanation. {A} Case Study in Recommender
Systems},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {129--134},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper23.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/AragonZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ArrighiJPSZ23,
author = {Leonardo Arrighi and
Sylvio Barbon Junior and
Felice Andrea Pellegrino and
Michele Simonato and
Marco Zullich},
editor = {Luca Longo},
title = {Explainable Automated Anomaly Recognition in Failure Analysis: is
Deep Learning Doing it Correctly?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {420--432},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_22},
doi = {10.1007/978-3-031-44067-0\_22},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ArrighiJPSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BalloutKHK23,
author = {Mohamad Ballout and
Ulf Krumnack and
Gunther Heidemann and
Kai{-}Uwe K{\"{u}}hnberger},
editor = {Luca Longo},
title = {Opening the Black Box: Analyzing Attention Weights and Hidden States
in Pre-trained Language Models for Non-language Tasks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {3--25},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_1},
doi = {10.1007/978-3-031-44070-0\_1},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BalloutKHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BarcenaDDMNRS23,
author = {Jos{\'{e}} Luis Corcuera B{\'{a}}rcena and
Mattia Daole and
Pietro Ducange and
Francesco Marcelloni and
Giovanni Nardini and
Alessandro Renda and
Giovanni Stea},
editor = {Luca Longo},
title = {Federated Learning of Explainable Artificial Intelligence Models:
{A} Proof-of-Concept for Video-streaming Quality Forecasting in {B5G/6G}
networks},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {164--168},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper29.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BarcenaDDMNRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BarcenaDMRR23,
author = {Jos{\'{e}} Luis Corcuera B{\'{a}}rcena and
Pietro Ducange and
Francesco Marcelloni and
Alessandro Renda and
Fabrizio Ruffini},
editor = {Luca Longo},
title = {Federated Learning of Explainable Artificial Intelligence Models for
Predicting Parkinson's Disease Progression},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {630--648},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_34},
doi = {10.1007/978-3-031-44064-9\_34},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BarcenaDMRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Barrera-VicentP23,
author = {Aurelio Barrera{-}Vicent and
Eduardo Paluzo{-}Hidalgo and
Miguel Angel Guti{\'{e}}rrez{-}Naranjo},
editor = {Luca Longo},
title = {The Metric-aware Kernel-width Choice for {LIME}},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {117--122},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper21.pdf},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Barrera-VicentP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Baum0GW23,
author = {Deborah Baum and
Kevin Baum and
Timo P. Gros and
Verena Wolf},
editor = {Luca Longo},
title = {{XAI} Requirements in Smart Production Processes: {A} Case Study},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {3--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_1},
doi = {10.1007/978-3-031-44064-9\_1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/Baum0GW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BelaidBRKH23,
author = {Mohamed Karim Belaid and
Richard Bornemann and
Maximilian Rabus and
Ralf Krestel and
Eyke H{\"{u}}llermeier},
editor = {Luca Longo},
title = {Compare-xAI: Toward Unifying Functional Testing Methods for Post-hoc
{XAI} Algorithms into a Multi-dimensional Benchmark},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {88--109},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_5},
doi = {10.1007/978-3-031-44067-0\_5},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BelaidBRKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BerettaC23,
author = {Isacco Beretta and
Martina Cinquini},
editor = {Luca Longo},
title = {The Importance of Time in Causal Algorithmic Recourse},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {283--298},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_16},
doi = {10.1007/978-3-031-44064-9\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BerettaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BerettaCM23,
author = {Isacco Beretta and
Eleonora Cappuccio and
Marta Marchiori Manerba},
editor = {Luca Longo},
title = {User-Driven Counterfactual Generator: {A} Human Centered Exploration},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {83--88},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper15.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BerettaCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BernardiNCMM23,
author = {Giacomo De Bernardi and
Sara Narteni and
Enrico Cambiaso and
Marco Muselli and
Maurizio Mongelli},
editor = {Luca Longo},
title = {Weighted Mutual Information for Out-Of-Distribution Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {318--331},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_16},
doi = {10.1007/978-3-031-44070-0\_16},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BernardiNCMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BertagliaHGSI23,
author = {Thales Bertaglia and
Stefan Huber and
Catalina Goanta and
Gerasimos Spanakis and
Adriana Iamnitchi},
editor = {Luca Longo},
title = {Closing the Loop: Testing ChatGPT to Generate Model Explanations to
Improve Human Labelling of Sponsored Content on Social Media},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {198--213},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_11},
doi = {10.1007/978-3-031-44067-0\_11},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BertagliaHGSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BhanALBC23,
author = {Milan Bhan and
Nina Achache and
Victor Legrand and
Annabelle Blangero and
Nicolas Chesneau},
editor = {Luca Longo},
title = {Evaluating Self-attention Interpretability Through Human-Grounded
Experimental Protocol},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {26--46},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_2},
doi = {10.1007/978-3-031-44070-0\_2},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BhanALBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BhattiTHKLKK23,
author = {Anubhav Bhatti and
Naveen Thangavelu and
Marium Hassan and
Choongmin Kim and
San Lee and
Yonghwan Kim and
Jang Yong Kim},
editor = {Luca Longo},
title = {Interpreting Forecasted Vital Signs Using {N-BEATS} in Sepsis Patients},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {12--17},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper3.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BhattiTHKLKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BleschWW23,
author = {Kristin Blesch and
Marvin N. Wright and
David S. Watson},
editor = {Luca Longo},
title = {Unfooling {SHAP} and {SAGE:} Knockoff Imputation for Shapley Values},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {131--146},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_8},
doi = {10.1007/978-3-031-44064-9\_8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BleschWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BoWYM0L23,
author = {Hongbo Bo and
Yiwen Wu and
Zinuo You and
Ryan McConville and
Jun Hong and
Weiru Liu},
editor = {Luca Longo},
title = {What Will Make Misinformation Spread: An {XAI} Perspective},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {321--337},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_17},
doi = {10.1007/978-3-031-44067-0\_17},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BoWYM0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BobekNGPRTVRSN23,
author = {Szymon Bobek and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Sepideh Pashami and
Rita P. Ribeiro and
Zahra Taghiyarrenani and
Bruno Veloso and
Lala H. Rajaoarisoa and
Maciej Szelazek and
Grzegorz J. Nalepa},
editor = {Luca Longo},
title = {Why Industry 5.0 Needs {XAI} 2.0?},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {1--6},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper1.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BobekNGPRTVRSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BorilePP23,
author = {Claudio Borile and
Alan Perotti and
Andr{\'{e}} Panisson},
editor = {Luca Longo},
title = {Evaluating Link Prediction Explanations for Graph Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {382--401},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_20},
doi = {10.1007/978-3-031-44067-0\_20},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/BorilePP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BucchiF23,
author = {Ana Bucchi and
Gabriel M. Fonseca},
editor = {Luca Longo},
title = {Is the Common Approach used to Identify Social Biases in Artificial
Intelligence also Biased?},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {42--46},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper8.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BucchiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/BykovKH23,
author = {Kirill Bykov and
Laura Kopf and
Marina M.{-}C. H{\"{o}}hne},
editor = {Luca Longo},
title = {Finding Spurious Correlations with Function-Semantic Contrast Analysis},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {549--572},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_28},
doi = {10.1007/978-3-031-44067-0\_28},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/BykovKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CalzarossaGZ23,
author = {Maria Carla Calzarossa and
Paolo Giudici and
Rasha Zieni},
editor = {Luca Longo},
title = {Explainable Machine Learning for Bag of Words-Based Phishing Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {531--543},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_28},
doi = {10.1007/978-3-031-44064-9\_28},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CalzarossaGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CastelnovoIMMMS23,
author = {Alessandro Castelnovo and
Nicole Inverardi and
Lorenzo Malandri and
Fabio Mercorio and
Mario Mezzanzanica and
Andrea Seveso},
editor = {Luca Longo},
title = {Leveraging Group Contrastive Explanations for Handling Fairness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {332--345},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_17},
doi = {10.1007/978-3-031-44070-0\_17},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CastelnovoIMMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CavaliereGS23,
author = {Danilo Cavaliere and
Mariacristina Gallo and
Claudio Stanzione},
editor = {Luca Longo},
title = {Propaganda Detection Robustness Through Adversarial Attacks Driven
by eXplainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {405--419},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_21},
doi = {10.1007/978-3-031-44067-0\_21},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/CavaliereGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ChaushiSCA23,
author = {Blerta Abazi Chaushi and
Besnik Selimi and
Agron Chaushi and
Marika Apostolova},
editor = {Luca Longo},
title = {Explainable Artificial Intelligence in Education: {A} Comprehensive
Review},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {48--71},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_3},
doi = {10.1007/978-3-031-44067-0\_3},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ChaushiSCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CherepanovSULK23,
author = {Igor Cherepanov and
David Sessler and
Alex Ulmer and
Hendrik L{\"{u}}cke{-}Tieke and
J{\"{o}}rn Kohlhammer},
editor = {Luca Longo},
title = {Towards the Visualization of Aggregated Class Activation Maps to Analyse
the Global Contribution of Class Features},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {3--23},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_1},
doi = {10.1007/978-3-031-44067-0\_1},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CherepanovSULK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Chikkankod23,
author = {Arjun Vinayak Chikkankod},
editor = {Luca Longo},
title = {Deep Clustering as a Unified Method for Representation Learning and
Clustering of {EEG} Data for Microstate Theory},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {177--184},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper31.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Chikkankod23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CinquiniGGM23,
author = {Martina Cinquini and
Fosca Giannotti and
Riccardo Guidotti and
Andrea Mattei},
editor = {Luca Longo},
title = {Handling Missing Values in Local Post-hoc Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {256--278},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_14},
doi = {10.1007/978-3-031-44067-0\_14},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CinquiniGGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/CorbucciGM23,
author = {Luca Corbucci and
Riccardo Guidotti and
Anna Monreale},
editor = {Luca Longo},
title = {Explaining Black-Boxes in Federated Learning},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {151--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_8},
doi = {10.1007/978-3-031-44067-0\_8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/CorbucciGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Corradini23,
author = {Franca Corradini},
editor = {Luca Longo},
title = {Probabilistic Modelling for Design and Verification of Trustworthy
Autonomous Systems},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {169--176},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper30.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Corradini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Davydko23,
author = {Oleksandr Davydko},
editor = {Luca Longo},
title = {Lung images Classification with Textural Characteristics and Hybrid
Classification Schemes},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {225--232},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper37.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Davydko23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DavydkoPL23,
author = {Oleksandr Davydko and
Vladimir Pavlov and
Luca Longo},
editor = {Luca Longo},
title = {Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions
Classification with the Integrated Gradients {XAI} Attribution Method},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {671--687},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_36},
doi = {10.1007/978-3-031-44064-9\_36},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DavydkoPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DessainBV23,
author = {Jean Dessain and
Nora Bentaleb and
Fabien Vinas},
editor = {Luca Longo},
title = {Cost of Explainability in {AI:} An Example with Credit Scoring Models},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {498--516},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_26},
doi = {10.1007/978-3-031-44064-9\_26},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/DessainBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/DibitontoGPPM23,
author = {Francesco Dibitonto and
Fabio Garcea and
Andr{\'{e}} Panisson and
Alan Perotti and
Lia Morra},
editor = {Luca Longo},
title = {{HOLMES:} HOLonym-MEronym Based Semantic Inspection for Convolutional
Image Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {475--498},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_25},
doi = {10.1007/978-3-031-44067-0\_25},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/DibitontoGPPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Donoso-Guzman23,
author = {Ivania Donoso{-}Guzm{\'{a}}n},
editor = {Luca Longo},
title = {Designing an Evaluation Framework for eXplainable {AI} in the Healthcare
Domain},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {201--208},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper34.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Donoso-Guzman23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Donoso-GuzmanOP23,
author = {Ivania Donoso{-}Guzm{\'{a}}n and
Jeroen Ooge and
Denis Parra and
Katrien Verbert},
editor = {Luca Longo},
title = {Towards a Comprehensive Human-Centred Evaluation Framework for Explainable
{AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {183--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_10},
doi = {10.1007/978-3-031-44070-0\_10},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Donoso-GuzmanOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/EzzeddineAAG23,
author = {Fatima Ezzeddine and
Omran Ayoub and
Davide Andreoletti and
Silvia Giordano},
editor = {Luca Longo},
title = {{SAC-FACT:} Soft Actor-Critic Reinforcement Learning for Counterfactual
Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {195--216},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_12},
doi = {10.1007/978-3-031-44064-9\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/EzzeddineAAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Fedele23,
author = {Andrea Fedele},
editor = {Luca Longo},
title = {Explain and Interpret Few-Shot Learning},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {233--240},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper38.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Fedele23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ForcherMWSW23,
author = {Bj{\"{o}}rn Forcher and
Patrick Menold and
Moritz Weixler and
J{\"{o}}rg Schmitt and
Samuel Wagner},
editor = {Luca Longo},
title = {Evaluation of Explainable {AI} methods for Classification Tasks in
Visual Inspection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {77--82},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper14.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ForcherMWSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Framling23,
author = {Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Feature Importance versus Feature Influence and What It Signifies
for Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {241--259},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_14},
doi = {10.1007/978-3-031-44064-9\_14},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Framling23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/FreieslebenK23,
author = {Timo Freiesleben and
Gunnar K{\"{o}}nig},
editor = {Luca Longo},
title = {Dear {XAI} Community, We Need to Talk! - Fundamental Misconceptions
in Current {XAI} Research},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {48--65},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_3},
doi = {10.1007/978-3-031-44064-9\_3},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/FreieslebenK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ghidini23,
author = {Valentina Ghidini},
editor = {Luca Longo},
title = {The Xi Method: Unlocking the Mysteries of Regression with Statistics},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {97--114},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_6},
doi = {10.1007/978-3-031-44064-9\_6},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Ghidini23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GierseNK23,
author = {Daniel Gierse and
Felix Neub{\"{u}}rger and
Thomas Kopinski},
editor = {Luca Longo},
title = {A Novel Architecture for Robust Explainable {AI} Approaches in Critical
Object Detection Scenarios Based on Bayesian Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {126--147},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_7},
doi = {10.1007/978-3-031-44067-0\_7},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GierseNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GiudiciR23,
author = {Paolo Giudici and
Emanuela Raffinetti},
editor = {Luca Longo},
title = {Lorenz Zonoids for Trustworthy {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {517--530},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_27},
doi = {10.1007/978-3-031-44064-9\_27},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GiudiciR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Gomez-TapiaBL23,
author = {Carlos G{\'{o}}mez{-}Tapia and
Bojan Bozic and
Luca Longo},
editor = {Luca Longo},
title = {Investigating the Effect of Pre-processing Methods on Model Decision-Making
in EEG-Based Person Identification},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {131--152},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_7},
doi = {10.1007/978-3-031-44070-0\_7},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Gomez-TapiaBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/GoossensV23,
author = {Alexandre Goossens and
Jan Vanthienen},
editor = {Luca Longo},
title = {Integrating GPT-Technologies with Decision Models for Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {428--448},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_22},
doi = {10.1007/978-3-031-44070-0\_22},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/GoossensV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Gupta23,
author = {Gargi Gupta},
editor = {Luca Longo},
title = {Post Hoc Explanations for RNNs using State Transition Representations
for Time Series Data},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {249--255},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper40.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Gupta23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HaagenKSN23,
author = {Tessel Haagen and
Heysem Kaya and
Joop Snijder and
Melchior Nierman},
editor = {Luca Longo},
title = {AutoXplain: Towards Automated Interpretable Model Selection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {18--23},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper4.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HaagenKSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Heising23,
author = {Luca Heising},
editor = {Luca Longo},
title = {Accelerating Implementation of Artificial Intelligence in Radiotherapy
through Explainability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {217--224},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper36.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Heising23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HolligMSB23,
author = {Jacqueline H{\"{o}}llig and
Aniek F. Markus and
Jef de Slegte and
Prachi Bagave},
editor = {Luca Longo},
title = {Semantic Meaningfulness: Evaluating Counterfactual Approaches for
Real-World Plausibility and Feasibility},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {636--659},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_32},
doi = {10.1007/978-3-031-44067-0\_32},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HolligMSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HolmM23,
author = {Sarah Holm and
Lu{\'{\i}}s Macedo},
editor = {Luca Longo},
title = {The Accuracy and Faithfullness of {AL-DLIME} - Active Learning-Based
Deterministic Local Interpretable Model-Agnostic Explanations: {A}
Comparison with {LIME} and {DLIME} in Medicine},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {582--605},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_31},
doi = {10.1007/978-3-031-44064-9\_31},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HolmM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HuLZML23,
author = {Jingyu Hu and
Yizhu Liang and
Weiyu Zhao and
Kevin McAreavey and
Weiru Liu},
editor = {Luca Longo},
title = {An Interactive {XAI} Interface with Application in Healthcare for
Non-experts},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {649--670},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_35},
doi = {10.1007/978-3-031-44064-9\_35},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/HuLZML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/HuangLLRB23,
author = {Yiran Huang and
Chaofan Li and
Hansen Lu and
Till Riedel and
Michael Beigl},
editor = {Luca Longo},
title = {State Graph Based Explanation Approach for Black-Box Time Series Model},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {153--164},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_8},
doi = {10.1007/978-3-031-44070-0\_8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/HuangLLRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/JullumSPL23,
author = {Martin Jullum and
Jacob Sj{\o}din and
Robindra Prabhu and
Anders L{\o}land},
editor = {Luca Longo},
title = {eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods
for your Explainability Needs},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {146--151},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper26.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/JullumSPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KacafirkovaPSEJ23,
author = {Krist{\'{y}}na Sirka Kacaf{\'{\i}}rkov{\'{a}} and
Sara Polak and
Myriam Sillevis Smitt and
Shirley A. Elprama and
An Jacobs},
editor = {Luca Longo},
title = {Trustworthy Enough? Evaluation of an {AI} Decision Support System
for Healthcare Professionals},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {7--11},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper2.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KacafirkovaPSEJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Keser23,
author = {Mert Keser},
editor = {Luca Longo},
title = {Real-Time Explainable Plausibility Verification for DNN-based Automotive
Perception},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {185--192},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper32.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Keser23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KopanjaBH23,
author = {Marija Kopanja and
Sanja Brdar and
Stefan Hacko},
editor = {Luca Longo},
title = {Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers
using the Adaptation of TreeSHAP},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {95--100},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper17.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KopanjaBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/KuhlAH23,
author = {Ulrike Kuhl and
Andr{\'{e}} Artelt and
Barbara Hammer},
editor = {Luca Longo},
title = {For Better or Worse: The Impact of Counterfactual Explanations' Directionality
on User Behavior in xAI},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {280--300},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_14},
doi = {10.1007/978-3-031-44070-0\_14},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/KuhlAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LabreucheB23,
author = {Christophe Labreuche and
Roman Bresson},
editor = {Luca Longo},
title = {Necessary and Sufficient Explanations of Multi-Criteria Decision Aiding
Models, with and Without Interacting Criteria},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {279--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_15},
doi = {10.1007/978-3-031-44067-0\_15},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LabreucheB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LairdMKC23,
author = {Eli J. Laird and
Ayesh Madushanka and
Elfi Kraka and
Corey Clark},
editor = {Luca Longo},
title = {XInsight: Revealing Model Insights for GNNs with Flow-Based Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {303--320},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_16},
doi = {10.1007/978-3-031-44067-0\_16},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/LairdMKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiedekerC23,
author = {Felix Liedeker and
Philipp Cimiano},
editor = {Luca Longo},
title = {A Prototype of an Interactive Clinical Decision Support System with
Counterfactual Explanations},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {36--41},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper7.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LiedekerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/LiuML23,
author = {Xiaowei Liu and
Kevin McAreavey and
Weiru Liu},
editor = {Luca Longo},
title = {Contrastive Visual Explanations for Reinforcement Learning via Counterfactual
Rewards},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {72--87},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_4},
doi = {10.1007/978-3-031-44067-0\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/LiuML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Longo23,
author = {Luca Longo},
editor = {Luca Longo},
title = {Preface},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/preface.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Longo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MagaiS23,
author = {German Magai and
Artem Soroka},
editor = {Luca Longo},
title = {Explaining the Transfer Learning Ability of a Deep Neural Networks
by Means of Representations},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {101--106},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper18.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MagaiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MagisterBKSCSJL23,
author = {Lucie Charlotte Magister and
Pietro Barbiero and
Dmitry Kazhdan and
Federico Siciliano and
Gabriele Ciravegna and
Fabrizio Silvestri and
Mateja Jamnik and
Pietro Li{\`{o}}},
editor = {Luca Longo},
title = {Concept Distillation in Graph Neural Networks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {233--255},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_12},
doi = {10.1007/978-3-031-44070-0\_12},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MagisterBKSCSJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MalhiAF23,
author = {Avleen Malhi and
Vlad Apopei and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Understanding Unsupervised Learning Explanations Using Contextual
Importance and Utility},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {606--617},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_32},
doi = {10.1007/978-3-031-44064-9\_32},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MalhiAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MalhiF23,
author = {Avleen Malhi and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {An Evaluation of Contextual Importance and Utility for Outcome Explanation
of Black-Box Predictions for Medical Datasets},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {544--557},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_29},
doi = {10.1007/978-3-031-44064-9\_29},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MalhiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Manerba23,
author = {Marta Marchiori Manerba},
editor = {Luca Longo},
title = {Fairness Auditing, Explanation and Debiasing in Linguistic Data and
Language Models},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {241--248},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper39.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Manerba23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MannmeuselRK23,
author = {Jakob Mannmeusel and
Mario Rothfelder and
Samaneh Khoshrou},
editor = {Luca Longo},
title = {Speeding Things Up. Can Explainability Improve Human Learning?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {66--84},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_4},
doi = {10.1007/978-3-031-44064-9\_4},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MannmeuselRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MariottiSA23,
author = {Ettore Mariotti and
Adarsa Sivaprasad and
Jose Maria Alonso{-}Moral},
editor = {Luca Longo},
title = {Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate
Models in {XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {160--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_10},
doi = {10.1007/978-3-031-44064-9\_10},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MariottiSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MekonnenDL23,
author = {Ephrem Tibebe Mekonnen and
Pierpaolo Dondio and
Luca Longo},
editor = {Luca Longo},
title = {Explaining Deep Learning Time Series Classification Models using a
Decision Tree-Based Post-Hoc {XAI} Method},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {71--76},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper13.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MekonnenDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MikriukovSHB23,
author = {Georgii Mikriukov and
Gesina Schwalbe and
Christian Hellert and
Korinna Bade},
editor = {Luca Longo},
title = {Evaluating the Stability of Semantic Concept Representations in CNNs
for Robust Explainability},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {499--524},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_26},
doi = {10.1007/978-3-031-44067-0\_26},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MikriukovSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MindlinSC23,
author = {Dimitry Mindlin and
Malte Schilling and
Philipp Cimiano},
editor = {Luca Longo},
title = {{ABC-GAN:} Spatially Constrained Counterfactual Generation for Image
Classification Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {260--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_15},
doi = {10.1007/978-3-031-44064-9\_15},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MindlinSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MirakiDSJA23,
author = {Amir Miraki and
Austeja Dapkute and
Vytautas Siozinys and
Martynas Jonaitis and
Reza Arghandeh},
editor = {Luca Longo},
title = {Causal-Based Spatio-Temporal Graph Neural Networks for Industrial
Internet of Things Multivariate Time Series Forecasting},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {120--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_6},
doi = {10.1007/978-3-031-44070-0\_6},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MirakiDSJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MolnarFKHRCWB23,
author = {Christoph Molnar and
Timo Freiesleben and
Gunnar K{\"{o}}nig and
Julia Herbinger and
Tim Reisinger and
Giuseppe Casalicchio and
Marvin N. Wright and
Bernd Bischl},
editor = {Luca Longo},
title = {Relating the Partial Dependence Plot and Permutation Feature Importance
to the Data Generating Process},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {456--479},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_24},
doi = {10.1007/978-3-031-44064-9\_24},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/MolnarFKHRCWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MorandiniFPGVBB23,
author = {Sofia Morandini and
Federico Fraboni and
Gabriele Puzzo and
Davide Giusino and
Lucia Volpi and
Hannah Brendel and
Enzo Balatti and
Marco de Angelis and
Andrea De Cesarei and
Luca Pietrantoni},
editor = {Luca Longo},
title = {Examining the Nexus between Explainability of {AI} Systems and User's
Trust: {A} Preliminary Scoping Review},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {30--35},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper6.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MorandiniFPGVBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/MuschalikFJHH23,
author = {Maximilian Muschalik and
Fabian Fumagalli and
Rohit Jagtani and
Barbara Hammer and
Eyke H{\"{u}}llermeier},
editor = {Luca Longo},
title = {iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {177--194},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_11},
doi = {10.1007/978-3-031-44064-9\_11},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/MuschalikFJHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NataliFCMGC23,
author = {Chiara Natali and
Lorenzo Famiglini and
Andrea Campagner and
Giovanni Andrea La Maida and
Enrico Gallazzi and
Federico Cabitza},
editor = {Luca Longo},
title = {Color Shadows 2: Assessing the Impact of {XAI} on Diagnostic Decision-Making},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {618--629},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_33},
doi = {10.1007/978-3-031-44064-9\_33},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NataliFCMGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NatsiouOL23,
author = {Anastasia Natsiou and
Se{\'{a}}n O'Leary and
Luca Longo},
editor = {Luca Longo},
title = {An Exploration of the Latent Space of a Convolutional Variational
Autoencoder for the Generation of Musical Instrument Tones},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {470--486},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_24},
doi = {10.1007/978-3-031-44070-0\_24},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NatsiouOL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NautaS23,
author = {Meike Nauta and
Christin Seifert},
editor = {Luca Longo},
title = {The Co-12 Recipe for Evaluating Interpretable Part-Prototype Image
Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {397--420},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_21},
doi = {10.1007/978-3-031-44064-9\_21},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NautaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NguyenSS23,
author = {Van Bach Nguyen and
J{\"{o}}rg Schl{\"{o}}tterer and
Christin Seifert},
editor = {Luca Longo},
title = {From Black Boxes to Conversations: Incorporating {XAI} in a Conversational
Agent},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {71--96},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_4},
doi = {10.1007/978-3-031-44070-0\_4},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NguyenSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/NiFhaolainHN23,
author = {Labhaoise N{\'{\i}}Fhaol{\'{a}}in and
Andrew Hines and
Vivek Nallur},
editor = {Luca Longo},
title = {Statutory Professions in {AI} Governance and Their Consequences for
Explainable {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {85--96},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_5},
doi = {10.1007/978-3-031-44064-9\_5},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/NiFhaolainHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/OsswaldBFHKFL23,
author = {Florian Osswald and
Roman Bartolosch and
Torsten Fiolka and
Engelbert Hartmann and
Bernhard Krach and
Jan Feil and
Martin Lederer},
editor = {Luca Longo},
title = {{FCAS} Ethical {AI} Demonstrator},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {152--157},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper27.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/OsswaldBFHKFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PadmanabhanPAV23,
author = {Deepan Chakravarthi Padmanabhan and
Paul G. Pl{\"{o}}ger and
Octavio Arriaga and
Matias Valdenegro{-}Toro},
editor = {Luca Longo},
title = {DExT: Detector Explanation Toolkit},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {433--456},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_23},
doi = {10.1007/978-3-031-44067-0\_23},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PadmanabhanPAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PadmanabhanPAV23a,
author = {Deepan Chakravarthi Padmanabhan and
Paul G. Pl{\"{o}}ger and
Octavio Arriaga and
Matias Valdenegro{-}Toro},
editor = {Luca Longo},
title = {Sanity Checks for Saliency Methods Explaining Object Detectors},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {438--455},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_23},
doi = {10.1007/978-3-031-44064-9\_23},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PadmanabhanPAV23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PatilF23,
author = {Minal Suresh Patil and
Kary Fr{\"{a}}mling},
editor = {Luca Longo},
title = {Do Intermediate Feature Coalitions Aid Explainability of Black-Box
Models?},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {115--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_7},
doi = {10.1007/978-3-031-44064-9\_7},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PatilF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PerottiBPP23,
author = {Alan Perotti and
Simone Bertolotto and
Eliana Pastor and
Andr{\'{e}} Panisson},
editor = {Luca Longo},
title = {Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {525--548},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_27},
doi = {10.1007/978-3-031-44067-0\_27},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PerottiBPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PetersV23,
author = {Tobias M. Peters and
Roel W. Visser},
editor = {Luca Longo},
title = {The Importance of Distrust in {AI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {301--317},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_15},
doi = {10.1007/978-3-031-44070-0\_15},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PetersV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PicardMGG23,
author = {Arthur Picard and
Yazan Mualla and
Franck Gechter and
St{\'{e}}phane Galland},
editor = {Luca Longo},
title = {Human-Computer Interaction and Explainability: Intersection and Terminology},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {214--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_12},
doi = {10.1007/978-3-031-44067-0\_12},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PicardMGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PocheHB23,
author = {Antonin Poch{\'{e}} and
Lucas Hervier and
Mohamed Chafik Bakkay},
editor = {Luca Longo},
title = {Natural Example-Based Explainability: {A} Survey},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {24--47},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_2},
doi = {10.1007/978-3-031-44067-0\_2},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PocheHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Posada-MorenoMB23,
author = {Andres Felipe Posada{-}Moreno and
Kai M{\"{u}}ller and
Florian Brillowski and
Friedrich Solowjow and
Thomas Gries and
Sebastian Trimpe},
editor = {Luca Longo},
title = {Scalable Concept Extraction in Industry 4.0},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {512--535},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_26},
doi = {10.1007/978-3-031-44070-0\_26},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Posada-MorenoMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Prentzas23,
author = {Nicoletta Prentzas},
editor = {Luca Longo},
title = {Argumentation-based Explainable Machine Learning ArgEML: {\(\alpha\)}-Version
Technical Details},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {158--163},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper28.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Prentzas23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PrentzasPK23,
author = {Nicoletta Prentzas and
Constantinos S. Pattichis and
Antonis C. Kakas},
editor = {Luca Longo},
title = {Explainable Machine Learning via Argumentation},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {371--398},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_19},
doi = {10.1007/978-3-031-44070-0\_19},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/PrentzasPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/PunziMGPG23,
author = {Clara Punzi and
Aleksandra Maslennikova and
Gizem Gezici and
Roberto Pellungrini and
Fosca Giannotti},
editor = {Luca Longo},
title = {Explaining Socio-Demographic and Behavioral Patterns of Vaccination
Against the Swine Flu {(H1N1)} Pandemic},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {621--635},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_31},
doi = {10.1007/978-3-031-44067-0\_31},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/PunziMGPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/QureshiQR23,
author = {Muhammad Deedahwar Mazhar Qureshi and
Muhammad Atif Qureshi and
Wael Rashwan},
editor = {Luca Longo},
title = {Toward Inclusive Online Environments: Counterfactual-Inspired {XAI}
for Detecting and Interpreting Hateful and Offensive Tweets},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {97--119},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_5},
doi = {10.1007/978-3-031-44070-0\_5},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/QureshiQR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RabosoMCMG23,
author = {Javier Jim{\'{e}}nez Raboso and
Antonio Manjavacas and
Alejandro Campoy{-}Nieves and
Miguel Molina{-}Solana and
Juan G{\'{o}}mez{-}Romero},
editor = {Luca Longo},
title = {Explaining Deep Reinforcement Learning-Based Methods for Control of
Building {HVAC} Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {237--255},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_13},
doi = {10.1007/978-3-031-44067-0\_13},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RabosoMCMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Ravandi23,
author = {Bahram Salamat Ravandi},
editor = {Luca Longo},
title = {Personalized Human-Robot Interaction in Companion Social Robots},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {209--216},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper35.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Ravandi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Rizzo23,
author = {Lucas Rizzo},
editor = {Luca Longo},
title = {A Novel Structured Argumentation Framework for Improved Explainability
of Classification Tasks},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {399--414},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_20},
doi = {10.1007/978-3-031-44070-0\_20},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Rizzo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RobeerBFP23,
author = {Marcel Robeer and
Floris Bex and
Ad Feelders and
Henry Prakken},
editor = {Luca Longo},
title = {Explaining Model Behavior with Global Causal Analysis},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {299--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_17},
doi = {10.1007/978-3-031-44064-9\_17},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RobeerBFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SachanM23,
author = {Swati Sachan and
Jericho Muwanga},
editor = {Luca Longo},
title = {Integration of Explainable Deep Neural Network with Blockchain Technology:
Medical Indemnity Insurance},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {123--128},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper22.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SachanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SagemullerV23,
author = {Justus Sagem{\"{u}}ller and
Olivier Verdier},
editor = {Luca Longo},
title = {Ablation Path Saliency},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {349--372},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_19},
doi = {10.1007/978-3-031-44064-9\_19},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SagemullerV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SalimiparsaPLKK23,
author = {Mozhgan Salimiparsa and
Surajsinh Parmar and
San Lee and
Choongmin Kim and
Yonghwan Kim and
Jang Yong Kim},
editor = {Luca Longo},
title = {Investigating Poor Performance Regions of Black Boxes: LIME-based
Exploration in Sepsis Detection},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {107--111},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper19.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SalimiparsaPLKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SantiBSP23,
author = {Lisa Anita De Santi and
Filippo Bargagna and
Maria Filomena Santarelli and
Vincenzo Positano},
editor = {Luca Longo},
title = {Evaluating Explanations of an Alzheimer's Disease 18F-FDG Brain {PET}
Black-Box Classifier},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {558--581},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_30},
doi = {10.1007/978-3-031-44064-9\_30},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SantiBSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SantosS23,
author = {Jos{\'{e}} Diogo Marques dos Santos and
Jos{\'{e}} Paulo Marques dos Santos},
editor = {Luca Longo},
title = {Explaining ANN-modeled fMRI Data with Path-Weights and Layer-Wise
Relevance Propagation},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {24--29},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper5.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SantosS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Schellingerhout23,
author = {Roan Schellingerhout and
Francesco Barile and
Nava Tintarev},
editor = {Luca Longo},
title = {A Co-design Study for Multi-stakeholder Job Recommender System Explanations},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {597--620},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_30},
doi = {10.1007/978-3-031-44067-0\_30},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Schellingerhout23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SchlegelK23,
author = {Udo Schlegel and
Daniel A. Keim},
editor = {Luca Longo},
title = {A Deep Dive into Perturbations as Evaluation Technique for Time Series
{XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {165--180},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_9},
doi = {10.1007/978-3-031-44070-0\_9},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SchlegelK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ScholbeckFC23,
author = {Christian A. Scholbeck and
Henri Funk and
Giuseppe Casalicchio},
editor = {Luca Longo},
title = {Algorithm-Agnostic Feature Attributions for Clustering},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {217--240},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_13},
doi = {10.1007/978-3-031-44064-9\_13},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ScholbeckFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SequeiraG23,
author = {Pedro Sequeira and
Melinda T. Gervasio},
editor = {Luca Longo},
title = {IxDRL: {A} Novel Explainable Deep Reinforcement Learning Toolkit Based
on Analyses of Interestingness},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {373--396},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_20},
doi = {10.1007/978-3-031-44064-9\_20},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SequeiraG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Sevillano-Garcia23,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Luca Longo},
title = {Low-Impact Feature Reduction Regularization Term: How to Improve Artificial
Intelligence with Explainability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {135--139},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper24.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Sevillano-Garcia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShajalalD0BS23,
author = {Md Shajalal and
Sebastian Denef and
Md. Rezaul Karim and
Alexander Boden and
Gunnar Stevens},
editor = {Luca Longo},
title = {Unveiling Black-Boxes: Explainable Deep Learning Models for Patent
Classification},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {457--474},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_24},
doi = {10.1007/978-3-031-44067-0\_24},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/ShajalalD0BS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ShiSWMM0R23,
author = {Meng Shi and
Celal Savur and
Elizabeth Watkins and
Ramesh Manuvinakurike and
Gesem Gudino Mejia and
Richard Beckwith and
Giuseppe Raffa},
editor = {Luca Longo},
title = {An Explainable {AI} User Interface for Facilitating Collaboration
between Domain Experts and {AI} Researchers},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {112--116},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper20.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ShiSWMM0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SovranoV23,
author = {Francesco Sovrano and
Fabio Vitali},
editor = {Luca Longo},
title = {Perlocution vs Illocution: How Different Interpretations of the Act
of Explaining Impact on the Evaluation of Explanations and {XAI}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {25--47},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_2},
doi = {10.1007/978-3-031-44064-9\_2},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SovranoV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StateRT23,
author = {Laura State and
Salvatore Ruggieri and
Franco Turini},
editor = {Luca Longo},
title = {Reason to Explain: Interactive Contrastive Explanations {(REASONX)}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {421--437},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_22},
doi = {10.1007/978-3-031-44064-9\_22},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StateRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StateSRS23,
author = {Laura State and
Hadrien Salat and
Stefania Rubrichi and
Zbigniew Smoreda},
editor = {Luca Longo},
title = {Explainability in Practice: Estimating Electrification Rates from
Mobile Phone Data in Senegal},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {110--125},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_6},
doi = {10.1007/978-3-031-44067-0\_6},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StateSRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/StuberCI23,
author = {Anna Theresa St{\"{u}}ber and
Stefan Coors and
Michael Ingrisch},
editor = {Luca Longo},
title = {Revitalize the Potential of Radiomics: Interpretation and Feature
Stability in Medical Imaging Analyses through Groupwise Feature Importance},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {140--145},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper25.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/StuberCI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/SullivanL23,
author = {Robert S. Sullivan and
Luca Longo},
editor = {Luca Longo},
title = {Optimizing Deep Q-Learning Experience Replay with {SHAP} Explanations:
Exploring Minimum Experience Replay Buffer Sizes in Reinforcement
Learning},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {89--94},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper16.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/SullivanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TerflothSBS23,
author = {Lutz Terfloth and
Michael Erol Schaffer and
Heike M. Buhl and
Carsten Schulte},
editor = {Luca Longo},
title = {Adding Why to What? Analyses of an Everyday Explanation},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {256--279},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_13},
doi = {10.1007/978-3-031-44070-0\_13},
timestamp = {Mon, 21 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/TerflothSBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Termine0F23,
author = {Alberto Termine and
Alessandro Antonucci and
Alessandro Facchini},
editor = {Luca Longo},
title = {Machine Learning Explanations by Surrogate Causal Models (MaLESCaMo)},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {59--64},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper11.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Termine0F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TeufelTF23,
author = {Jonas Teufel and
Luca Torresi and
Pascal Friederich},
editor = {Luca Longo},
title = {Quantifying the Intrinsic Usefulness of Attributional Explanations
for Graph Neural Networks with Artificial Simulatability Studies},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {361--381},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_19},
doi = {10.1007/978-3-031-44067-0\_19},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TeufelTF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TeufelTRF23,
author = {Jonas Teufel and
Luca Torresi and
Patrick Reiser and
Pascal Friederich},
editor = {Luca Longo},
title = {{MEGAN:} Multi-explanation Graph Attention Network},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {338--360},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_18},
doi = {10.1007/978-3-031-44067-0\_18},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TeufelTRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/TritscherWHS23,
author = {Julian Tritscher and
Maximilian Wolf and
Andreas Hotho and
Daniel Schl{\"{o}}r},
editor = {Luca Longo},
title = {Evaluating Feature Relevance {XAI} in Network Intrusion Detection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {483--497},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_25},
doi = {10.1007/978-3-031-44064-9\_25},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/TritscherWHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Turan23,
author = {Berkant Turan},
editor = {Luca Longo},
title = {Extending Merlin-Arthur Classifiers for Improved Interpretability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {193--200},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper33.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Turan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ViloneL23,
author = {Giulia Vilone and
Luca Longo},
editor = {Luca Longo},
title = {Development of a Human-Centred Psychometric Test for the Evaluation
of Explanations Produced by {XAI} Methods},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {205--232},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_11},
doi = {10.1007/978-3-031-44070-0\_11},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ViloneL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/ViloneL23a,
author = {Giulia Vilone and
Luca Longo},
editor = {Luca Longo},
title = {An Examination of the Effect of the Inconsistency Budget in Weighted
Argumentation Frameworks and their Impact on the Interpretation of
Deep Neural Networks},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {53--58},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper10.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/ViloneL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/VinogradovaM23,
author = {Kira Vinogradova and
Gene Myers},
editor = {Luca Longo},
title = {Local Interpretable Model-Agnostic Explanations for Multitarget Image
Regression},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {47--52},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper9.pdf},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/VinogradovaM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Waldchen23,
author = {Stephan W{\"{a}}ldchen},
editor = {Luca Longo},
title = {Hardness of Deceptive Certificate Selection},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {415--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_21},
doi = {10.1007/978-3-031-44070-0\_21},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Waldchen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WalravenAV23,
author = {Erwin Walraven and
Ajaya Adhikari and
Cor J. Veenman},
editor = {Luca Longo},
title = {{PERFEX:} Classifier Performance Explanations for Trustworthy {AI}
Systems},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {164--180},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_9},
doi = {10.1007/978-3-031-44067-0\_9},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/WalravenAV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WanBZL23,
author = {Charles Wan and
Rodrigo Belo and
Leid Zejnilovic and
Susana Lavado},
editor = {Luca Longo},
title = {The Duet of Representations and How Explanations Exacerbate It},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {181--197},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_10},
doi = {10.1007/978-3-031-44067-0\_10},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/WanBZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/WuDCBRT23,
author = {Zhangyi Wu and
Tim Draws and
Federico Cau and
Francesco Barile and
Alisa Rieger and
Nava Tintarev},
editor = {Luca Longo},
title = {Explaining Search Result Stances to Opinionated People},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
pages = {573--596},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0\_29},
doi = {10.1007/978-3-031-44067-0\_29},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/WuDCBRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Yadav0M23,
author = {Sargam Yadav and
Abhishek Kaushik and
Kevin McDaid},
editor = {Luca Longo},
title = {Understanding Interpretability: Explainable {AI} Approaches for Hate
Speech Classifiers},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {47--70},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_3},
doi = {10.1007/978-3-031-44070-0\_3},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/Yadav0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YasuiSK23,
author = {Daisuke Yasui and
Hiroshi Sato and
Masao Kubo},
editor = {Luca Longo},
title = {Improving Local Fidelity of {LIME} by {CVAE}},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {487--511},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_25},
doi = {10.1007/978-3-031-44070-0\_25},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/YasuiSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/YehSHG23,
author = {Eric Yeh and
Pedro Sequeira and
Jesse Hostetler and
Melinda T. Gervasio},
editor = {Luca Longo},
title = {Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent
Space},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
pages = {449--469},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0\_23},
doi = {10.1007/978-3-031-44070-0\_23},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/YehSHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-1,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9},
doi = {10.1007/978-3-031-44064-9},
isbn = {978-3-031-44063-2},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-2,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1902},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44067-0},
doi = {10.1007/978-3-031-44067-0},
isbn = {978-3-031-44066-3},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023-3,
editor = {Luca Longo},
title = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1903},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44070-0},
doi = {10.1007/978-3-031-44070-0},
isbn = {978-3-031-44069-4},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xai/2023-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/xai/2023l,
editor = {Luca Longo},
title = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554},
urn = {urn:nbn:de:0074-3554-4},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/2023l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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