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ORCIDGiovanni Stilo
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- affiliation: University of L'Aquila, Italy
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2020 – today
- 2024
[j23]Mario Alfonso Prado-Romero
, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti:
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. ACM Comput. Surv. 56(7): 171:1-171:37 (2024)- [j22]Andrea D'Angelo, Giordano d'Aloisio, Francesca Marzi, Antinisca Di Marco, Giovanni Stilo:
Uncovering gender gap in academia: A comprehensive analysis within the software engineering community. J. Syst. Softw. 217: 112162 (2024) - [j21]Davide Bacciu, Federico Errica, Alessio Gravina, Lorenzo Madeddu, Marco Podda, Giovanni Stilo:
Deep Graph Networks for Drug Repurposing With Multi-Protein Targets. IEEE Trans. Emerg. Top. Comput. 12(1): 177-189 (2024) - [c46]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. AAAI 2024: 21518-21526 - [c45]Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo:
Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA). KDD 2024: 6731-6732 - [c44]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved. ECML/PKDD (8) 2024: 363-367 - [c43]Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco:
VAMP: Visual Analytics for Microservices Performance. SAC 2024: 1209-1218 - [i15]Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco:
VAMP: Visual Analytics for Microservices Performance. CoRR abs/2404.14273 (2024) - [i14]Andrea D'Angelo, Tiziana Catarci, Antinisca Di Marco, Monica Landoni, Enrico Nardelli, Giovanni Stilo:
Report on Female Participation in Informatics degrees in Europe. CoRR abs/2410.11431 (2024) - 2023
- [j20]Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Giovanni Stilo:
Debiaser for Multiple Variables to enhance fairness in classification tasks. Inf. Process. Manag. 60(2): 103226 (2023) - [c42]Andrea Bianchi, Antinisca Di Marco, Francesca Marzi, Giovanni Stilo, Cristina Pellegrini, Stefano Masi, Alessandro Mengozzi, Agostino Virdis, Marco Salvatore Nobile, Marta Simeoni:
Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions. CBMS 2023: 231-234 - [c41]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) 2023: 373-376 - [c40]Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco:
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. ECSA (Tracks, Workshops and Doctoral Symposium) 2023: 89-103 - [c39]Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. ECSA (Tracks, Workshops and Doctoral Symposium) 2023: 169-184 - [c38]Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Democratizing Quality-Based Machine Learning Development through Extended Feature Models. FASE 2023: 88-110 - [c37]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Revisiting CounteRGAN for Counterfactual Explainability of Graphs. Tiny Papers @ ICLR 2023 - [c36]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Developing and Evaluating Graph Counterfactual Explanation with GRETEL. WSDM 2023: 1180-1183 - [e5]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers. Communications in Computer and Information Science 1840, Springer 2023, ISBN 978-3-031-37248-3 [contents] - [i13]Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. CoRR abs/2309.11226 (2023) - [i12]Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco:
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. CoRR abs/2309.11239 (2023) - [i11]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. CoRR abs/2312.11747 (2023) - 2022
- [j19]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. 59(1): 102791 (2022) - [j18]Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo:
Network Connectivity Under a Probabilistic Node Failure Model. IEEE Trans. Netw. Sci. Eng. 9(4): 2463-2480 (2022) - [c35]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez:
Ensemble Approaches for Graph Counterfactual Explanations. XAI.it@AI*IA 2022: 88-97 - [c34]Giordano d'Aloisio, Giovanni Stilo, Antinisca Di Marco, Andrea D'Angelo:
Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. BIAS 2022: 117-129 - [c33]Mario Alfonso Prado-Romero, Giovanni Stilo:
GRETEL: Graph Counterfactual Explanation Evaluation Framework. CIKM 2022: 4389-4393 - [c32]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) 2022: 547-551 - [c31]Bahne Christiansen, Uwe Neuhaus, Michael Schulz, Adrian Hargreaves, Antinisca Di Marco, Guido Proietti, Fabrizio Rossi, Giovanni Stilo, Mark H. Haney, Andrew Duncan, Daniele Tessera, Tilman Todt, Andreas Brandenberg, Patricia Feubli:
A Manifesto for Applied Data Science - Reasoning from a Business Perspective. itaDATA 2022: 123-131 - [c30]Andrea Bianchi, Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Alessandro Di Matteo, Jessica Léone, Giulia Scoccia, Giovanni Stilo, Luca Traini:
DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. itaDATA 2022: 144-155 - [c29]Gian Luca Scoccia, Marco Autili, Giovanni Stilo, Paola Inverardi:
An empirical study of privacy labels on the Apple iOS mobile app store. MOBILESoft 2022: 114-124 - [e4]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1610, Springer 2022, ISBN 978-3-031-09315-9 [contents] - [i10]Mario Alfonso Prado-Romero, Giovanni Stilo:
GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation. CoRR abs/2206.02957 (2022) - [i9]Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Modeling Quality and Machine Learning Pipelines through Extended Feature Models. CoRR abs/2207.07528 (2022) - [i8]Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti:
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. CoRR abs/2210.12089 (2022) - 2021
- [j17]Ghulam Mudassir, Evans Etrue Howard, Lorenza Pasquini, Claudio Arbib, Eliseo Clementini, Antinisca Di Marco, Giovanni Stilo:
Toward Effective Response to Natural Disasters: A Data Science Approach. IEEE Access 9: 167827-167844 (2021) - [j16]Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli:
A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. 53(3): 57:1-57:34 (2021) - [c28]Francesca Caroccia, Damiano D'Agostino, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
SismaDL: an ontology to represent post-disaster regulation. BIR Workshops 2021: 99-112 - [c27]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). ECIR (2) 2021: 697-700 - [c26]Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo:
Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection. PAKDD (1) 2021: 91-103 - [e3]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, Lucca, Italy, April 1, 2021, Proceedings. Communications in Computer and Information Science 1418, Springer 2021, ISBN 978-3-030-78817-9 [contents] - 2020
- [j15]Lorenzo Madeddu, Giovanni Stilo, Paola Velardi:
A feature-learning-based method for the disease-gene prediction problem. Int. J. Data Min. Bioinform. 24(1): 16-37 (2020) - [j14]Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo:
ECIR 2020 workshops: assessing the impact of going online. SIGIR Forum 54(1): 7:1-7:11 (2020) - [j13]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). SIGIR Forum 54(1): 9:1-9:5 (2020) - [j12]Giorgia Di Tommaso, Mauro Gatti, Michela Iannotta, Ajay Mehra, Giovanni Stilo, Paola Velardi:
Gender, rank, and social networks on an enterprise social media platform. Soc. Networks 62: 58-67 (2020) - [c25]Bardh Prenkaj, Giovanni Stilo, Lorenzo Madeddu:
Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses. CIKM 2020: 3513-3514 - [c24]Ludovico Boratto, Mirko Marras, Stefano Faralli, Giovanni Stilo:
International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). ECIR (2) 2020: 637-640 - [c23]Lorenzo Madeddu, Giovanni Stilo, Paola Velardi:
Predicting disease genes for complex diseases using random watcher-walker. SAC 2020: 458-465 - [e2]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Bias and Social Aspects in Search and Recommendation - First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, 2020, Proceedings. Communications in Computer and Information Science 1245, Springer 2020, ISBN 978-3-030-52484-5 [contents] - [i7]Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo:
ECIR 2020 Workshops: Assessing the Impact of Going Online. CoRR abs/2005.06748 (2020) - [i6]Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo:
Network connectivity under a probabilistic node failure model. CoRR abs/2006.13551 (2020)
2010 – 2019
- 2019
- [j11]Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi:
The social phenotype: Extracting a patient-centered perspective of diabetes from health-related blogs. Artif. Intell. Medicine 101 (2019) - [j10]Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo:
Guest editorial: social media for personalization and search. Inf. Retr. J. 22(1-2): 1-3 (2019) - [j9]Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi:
A topic recommender for journalists. Inf. Retr. J. 22(1-2): 4-31 (2019) - [j8]Francesco Bonchi, Ilaria Bordino, Francesco Gullo, Giovanni Stilo:
The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs. Web Intell. 17(3): 177-198 (2019) - [c22]Lorenzo Madeddu, Giovanni Stilo, Paola Velardi:
Predicting Disease Genes Using Connectivity and Functional Features. BIBM 2019: 458-465 - [c21]Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban:
TSTM: A Model to Predict Topics' Popularity in News Providers. CIARP 2019: 96-106 - [c20]Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo:
Graph-based selective outlier ensembles. SAC 2019: 518-525 - [c19]Juan Pablo Consuegra-Ayala, Giovanni Stilo, Alessandro Celi, Amleto Di Salle:
Deep Learning Approach for the Precision Medicine Track. TREC 2019 - [i5]Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi:
Quality of Life Assessment of Diabetic patients from health-related blogs. CoRR abs/1902.06548 (2019) - [i4]Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo:
Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection. CoRR abs/1910.09754 (2019) - 2018
- [j7]Ludovico Boratto, Giovanni Stilo:
Report on the Workshop on Social Aspects in Personalization And Search (SoAPS). SIGIR Forum 52(1): 147-149 (2018) - [c18]Ludovico Boratto, Stefano Faralli, Christian Morbidoni, Gabriella Pasi, Giovanni Stilo:
Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). CIKM Workshops 2018 - [c17]Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi:
What to write and why: a recommender for news media. SAC 2018: 1321-1330 - [c16]Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi:
Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) 2018: 36-52 - [i3]Carlo Spatocco, Alessandro D'Andrea, Carlotta Domeniconi, Giovanni Stilo:
A New Framework for Centrality Measures in Multiplex Networks. CoRR abs/1801.08026 (2018) - [i2]Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo:
Graph-based Selective Outlier Ensembles. CoRR abs/1804.06378 (2018) - 2017
- [j6]Giovanni Stilo, Paola Velardi:
Hashtag Sense Clustering Based on Temporal Similarity. Comput. Linguistics 43(1): 181-200 (2017) - [j5]Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo:
Report on the Workshop on Social Media for Personalization And Search (SoMePeAS). SIGIR Forum 51(1): 42-44 (2017) - [j4]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. 45: 23-40 (2017) - [c15]Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi:
Detecting network leaders in enterprises. CSCWD 2017: 275-280 - [c14]Giovanni Stilo, Christian Morbidoni, Alessandro Cucchiarelli, Paola Velardi:
Capturing Users' Information and Communication Needs for the Press Officers. SoMePeAS@ECIR 2017: 14-27 - [c13]Giorgia Di Tommaso, Giovanni Stilo:
Twixonomy Visualization Interface: How to Wander Around User Preferences. EnCHIReS@EICS 2017: 32-41 - [c12]Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi:
What to Write? A topic recommender for journalists. NLPmJ@EMNLP 2017: 19-24 - [c11]Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi:
A Gendered Analysis of Leadership in Enterprise Social Networks. ICWSM 2017: 516-519 - [e1]Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo:
Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval, SoMePeAS@ECIR 2017, Aberdeen, Scotland, UK, April 9, 2017. CEUR Workshop Proceedings 1840, CEUR-WS.org 2017 [contents] - 2016
- [j3]Giovanni Stilo, Paola Velardi:
Efficient temporal mining of micro-blog texts and its application to event discovery. Data Min. Knowl. Discov. 30(2): 372-402 (2016) - [c10]Francesco Bonchi, Ilaria Bordino, Francesco Gullo, Giovanni Stilo:
Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery. WI 2016: 161-168 - 2015
- [j2]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. 5(1): 25:1-25:23 (2015) - [c9]Stefano Faralli, Giovanni Stilo, Paola Velardi:
A Semantic Recommender for Micro-blog Users. BigData Congress 2015: 55-62 - [c8]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI 2015: 2334-2340 - [i1]Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi:
Analysis of women leadership in enterprise social networks. CoRR abs/1507.04900 (2015) - 2014
- [j1]Paola Velardi, Giovanni Stilo, Alberto E. Tozzi, Francesco Gesualdo:
Twitter mining for fine-grained syndromic surveillance. Artif. Intell. Medicine 61(3): 153-163 (2014) - [c7]Giovanni Stilo, Paola Velardi, Alberto E. Tozzi, Francesco Gesualdo:
Predicting Flu Epidemics Using Twitter and Historical Data. Brain Informatics and Health 2014: 164-177 - [c6]Giovanni Stilo, Paola Velardi:
Temporal Semantics: Time-Varying Hashtag Sense Clustering. EKAW 2014: 563-578 - [c5]Giovanni Stilo, Paola Velardi:
Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity. WI-IAT (1) 2014: 186-193 - 2013
- [b1]Giovanni Stilo:
Efficent techiniques for an unordered world. University of L'Aquila, Italy, 2013 - [c4]Giovanni Stilo, Moreno De Vincenzi, Alberto E. Tozzi, Paola Velardi:
Automated learning of everyday patients' language for medical blogs analytics. RANLP 2013: 640-648 - 2011
- [c3]Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan E. Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn:
Process Mining Manifesto. Business Process Management Workshops (1) 2011: 169-194
2000 – 2009
- 2009
- [c2]Marco Bianchi, Mauro Draoli, Giorgio Gambosi, Giovanni Stilo:
A Support System for the Analysis and the Management of Complex Ruling Documents. BIS (Workshops) 2009: 292-303 - 2008
- [c1]Gianni Amati, Marco Bianchi, Mauro Draoli, Alessandro Celi, Giorgio Gambosi, Giovanni Stilo:
CNIPA, FUB and University of Rome "Tor Vergata" at TREC 2008 Legal Track. TREC 2008
Coauthor Index
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