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@inproceedings{DBLP:conf/atal/0003BD21,
author = {Yongxin Zhou and
Matthieu Boussard and
Agn{\`{e}}s Delaborde},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Towards an XAI-Assisted Third-Party Evaluation of {AI} Systems: Illustration
on Decision Trees},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {158--172},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_10},
doi = {10.1007/978-3-030-82017-6\_10},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/0003BD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AgiolloCO21,
author = {Andrea Agiollo and
Giovanni Ciatto and
Andrea Omicini},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Shallow2Deep: Restraining Neural Networks Opacity Through Neural Architecture
Search},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {63--82},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_5},
doi = {10.1007/978-3-030-82017-6\_5},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/AgiolloCO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AnjomshoaeJF21,
author = {Sule Anjomshoae and
Lili Jiang and
Kary Fr{\"{a}}mling},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Visual Explanations for DNNs with Contextual Importance},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {83--96},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_6},
doi = {10.1007/978-3-030-82017-6\_6},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AnjomshoaeJF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CalvaresiCNATO021,
author = {Davide Calvaresi and
Giovanni Ciatto and
Amro Najjar and
Reyhan Aydogan and
Leon van der Torre and
Andrea Omicini and
Michael Schumacher},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Expectation: Personalized Explainable Artificial Intelligence for
Decentralized Agents with Heterogeneous Knowledge},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {331--343},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_20},
doi = {10.1007/978-3-030-82017-6\_20},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/CalvaresiCNATO021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChengLL21,
author = {You Cheng and
Beishui Liao and
Jieting Luo},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Applying Abstract Argumentation to Normal-Form Games},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {314--328},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_19},
doi = {10.1007/978-3-030-82017-6\_19},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ChengLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CiattoNCC21,
author = {Giovanni Ciatto and
Amro Najjar and
Jean{-}Paul Calbimonte and
Davide Calvaresi},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Towards Explainable Visionary Agents: License to Dare and Imagine},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {139--157},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_9},
doi = {10.1007/978-3-030-82017-6\_9},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/CiattoNCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CyrasLL21,
author = {Kristijonas Cyras and
Myles Lee and
Dimitrios Letsios},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Schedule Explainer: An Argumentation-Supported Tool for Interactive
Explanations in Makespan Scheduling},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {243--259},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_15},
doi = {10.1007/978-3-030-82017-6\_15},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/CyrasLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DaoudAMNPB21,
author = {Alaa Daoud and
Hiba Alqasir and
Yazan Mualla and
Amro Najjar and
Gauthier Picard and
Flavien Balbo},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Towards Explainable Recommendations of Resource Allocation Mechanisms
in On-Demand Transport Fleets},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {97--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_7},
doi = {10.1007/978-3-030-82017-6\_7},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DaoudAMNPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/EhabI21,
author = {Nourhan Ehab and
Haythem O. Ismail},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Towards Explainable Practical Agency - {A} Logical Perspective},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {260--279},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_16},
doi = {10.1007/978-3-030-82017-6\_16},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/EhabI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FandaCMC21,
author = {Lora Fanda and
Yashin Dicente Cid and
Pawel J. Matusz and
Davide Calvaresi},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {To Pay or Not to Pay Attention: Classifying and Interpreting Visual
Selective Attention Frequency Features},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {3--17},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_1},
doi = {10.1007/978-3-030-82017-6\_1},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/FandaCMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FramlingKM21,
author = {Kary Fr{\"{a}}mling and
Samanta Knapic and
Avleen Malhi},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {ciu.image: An {R} Package for Explaining Image Classification with
Contextual Importance and Utility},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {55--62},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_4},
doi = {10.1007/978-3-030-82017-6\_4},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/FramlingKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FramlingWJMM21,
author = {Kary Fr{\"{a}}mling and
Marcus Westberg and
Martin Jullum and
Manik Madhikermi and
Avleen Malhi},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Comparison of Contextual Importance and Utility with {LIME} and Shapley
Values},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {39--54},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_3},
doi = {10.1007/978-3-030-82017-6\_3},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/FramlingWJMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HohnF21,
author = {Sviatlana H{\"{o}}hn and
Niko Faradouris},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {What Does It Cost to Deploy an {XAI} System: {A} Case Study in Legacy
Systems},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {173--186},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_11},
doi = {10.1007/978-3-030-82017-6\_11},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/HohnF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KampikG21,
author = {Timotheus Kampik and
Dov M. Gabbay},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Explainable Reasoning in Face of Contradictions: From Humans to Machines},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {280--295},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_17},
doi = {10.1007/978-3-030-82017-6\_17},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/KampikG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LibalN21,
author = {Tomer Libal and
Tereza Novotn{\'{a}}},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Towards Transparent Legal Formalization},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {296--313},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_18},
doi = {10.1007/978-3-030-82017-6\_18},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LibalN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/OhanaOBSG21,
author = {Jean{-}Jacques Ohana and
Steve Ohana and
Eric Benhamou and
David Saltiel and
Beatrice Guez},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Explainable {AI} {(XAI)} Models Applied to the Multi-agent Environment
of Financial Markets},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {189--207},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_12},
doi = {10.1007/978-3-030-82017-6\_12},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/OhanaOBSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PeijlNMBSKN21,
author = {Egberdien van der Peijl and
Amro Najjar and
Yazan Mualla and
Thiago Jorge Bourscheid and
Yolanda Spinola{-}Elias and
Daniel Karpati and
Sana Nouzri},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Toward {XAI} {\&} Human Synergies to Explain the History of Art:
The Smart Photobooth Project},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {208--222},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_13},
doi = {10.1007/978-3-030-82017-6\_13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/PeijlNMBSKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SabbatiniCO21,
author = {Federico Sabbatini and
Giovanni Ciatto and
Andrea Omicini},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {18--38},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_2},
doi = {10.1007/978-3-030-82017-6\_2},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SabbatiniCO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/VerhagenNT21,
author = {Ruben S. Verhagen and
Mark A. Neerincx and
Myrthe L. Tielman},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {A Two-Dimensional Explanation Framework to Classify {AI} as Incomprehensible,
Interpretable, or Understandable},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {119--138},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_8},
doi = {10.1007/978-3-030-82017-6\_8},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/VerhagenNT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ZelvelderWF21,
author = {Amber E. Zelvelder and
Marcus Westberg and
Kary Fr{\"{a}}mling},
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Assessing Explainability in Reinforcement Learning},
booktitle = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
pages = {223--240},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6\_14},
doi = {10.1007/978-3-030-82017-6\_14},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/ZelvelderWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/atal/2021extraamas,
editor = {Davide Calvaresi and
Amro Najjar and
Michael Winikoff and
Kary Fr{\"{a}}mling},
title = {Explainable and Transparent {AI} and Multi-Agent Systems - Third International
Workshop, {EXTRAAMAS} 2021, Virtual Event, May 3-7, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12688},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-82017-6},
doi = {10.1007/978-3-030-82017-6},
isbn = {978-3-030-82016-9},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/2021extraamas.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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