Giovanni Stilo

99 papers A* 4A 5B 4C 2Misc 5Journal 41Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	—	`ed.`	Discovering Drift Phenomena in Evolving Landscapes - First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings DELTA Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo
2025	A	`conf`	ERASURE: A Modular and Extensible Framework for Machine Unlearning. CIKM Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025	—	`conf`	Exploring Ensemble Strategies for Graph Counterfactual Explanations. xAI (4) Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2025	A*	`conf`	How to Make Reproducible Research in Machine Unlearning with ERASURE. IJCAI Andrea D'Angelo, Claudio Savelli, Gabriele Tagliente, Flavio Giobergia, Elena Baralis, Giovanni Stilo
2025	—	`conf`	HybridKAN: Leveraging Multi-Sized Sub-MLPs for Enhanced Performance. ITADATA Fabio D'Andreamatteo, Andrea D'Angelo, Giovanni Stilo
2025	J	`jnl`	Proceedings of the 3rd Italian Conference on Big Data and Data Science (ITADATA2024). CoRR Nicola Bena, Claudia Diamantini, Michela Natilli, Luigi Romano, Giovanni Stilo, Valentina Pansanella, Claudio A. Ardagna, Anna Monreale, Roberto Trasarti
2025	J	`jnl`	The forget-set identification problem. Mach. Learn. Andrea D'Angelo, Francesco Gullo, Giovanni Stilo
2025	J	`jnl`	Workshop Scientific HPC in the pre-Exascale era (part of ITADATA 2024) Proceedings. CoRR Nicola Bena, Claudia Diamantini, Michela Natilli, Luigi Romano, Giovanni Stilo, Valentina Pansanella, Claudio A. Ardagna, Anna Monreale, Roberto Trasarti, Valentina Cesare, Gianluca Mittone, Emanuele De Rubeis, Alberto Vecchiato
2024	J	`jnl`	A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. ACM Comput. Surv. Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
2024	J	`jnl`	Deep Graph Networks for Drug Repurposing With Multi-Protein Targets. IEEE Trans. Emerg. Top. Comput. Davide Bacciu, Federico Errica, Alessio Gravina, Lorenzo Madeddu, Marco Podda, Giovanni Stilo
2024	—	`conf`	GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved. ECML/PKDD (8) Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2024	J	`jnl`	Report on Female Participation in Informatics degrees in Europe. CoRR Andrea D'Angelo, Tiziana Catarci, Antinisca Di Marco, Monica Landoni, Enrico Nardelli, Giovanni Stilo
2024	A*	`conf`	Robust Stochastic Graph Generator for Counterfactual Explanations. AAAI Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2024	J	`jnl`	Uncovering gender gap in academia: A comprehensive analysis within the software engineering community. J. Syst. Softw. Andrea D'Angelo, Giordano d'Aloisio, Francesca Marzi, Antinisca Di Marco, Giovanni Stilo
2024	Misc	`conf`	VAMP: Visual Analytics for Microservices Performance. SAC Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco
2024	J	`jnl`	VAMP: Visual Analytics for Microservices Performance. CoRR Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco
2024	A*	`conf`	Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA). KDD Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo
2023	—	`ed.`	Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2023	—	`conf`	Are Generative-Based Graph Counterfactual Explainers Worth It? PKDD/ECML Workshops (3) Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023	—	`conf`	Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. ECSA (Tracks, Workshops and Doctoral Symposium) Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco
2023	J	`jnl`	Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. CoRR Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco
2023	J	`jnl`	Debiaser for Multiple Variables to enhance fairness in classification tasks. Inf. Process. Manag. Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Giovanni Stilo
2023	B	`conf`	Democratizing Quality-Based Machine Learning Development through Extended Feature Models. FASE Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo
2023	A	`conf`	Developing and Evaluating Graph Counterfactual Explanation with GRETEL. WSDM Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023	—	`conf`	Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2023	—	`conf`	Revisiting CounteRGAN for Counterfactual Explainability of Graphs. Tiny Papers @ ICLR Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023	J	`jnl`	Robust Stochastic Graph Generator for Counterfactual Explanations. CoRR Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
2023	—	`conf`	Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. ECSA (Tracks, Workshops and Doctoral Symposium) Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo
2023	J	`jnl`	Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. CoRR Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo
2023	B	`conf`	Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions. CBMS Andrea Bianchi, Antinisca Di Marco, Francesca Marzi, Giovanni Stilo, Cristina Pellegrini, Stefano Masi, Alessandro Mengozzi, Agostino Virdis, Marco Salvatore Nobile, Marta Simeoni
2022	—	`conf`	A Manifesto for Applied Data Science - Reasoning from a Business Perspective. itaDATA 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
2022	J	`jnl`	A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. CoRR Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
2022	—	`ed.`	Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	—	`conf`	An empirical study of privacy labels on the Apple iOS mobile app store. MOBILESoft Gian Luca Scoccia, Marco Autili, Giovanni Stilo, Paola Inverardi
2022	—	`conf`	DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. itaDATA Andrea Bianchi, Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Alessandro Di Matteo, Jessica Léone, Giulia Scoccia, Giovanni Stilo, Luca Traini
2022	—	`conf`	Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. BIAS Giordano d'Aloisio, Giovanni Stilo, Antinisca Di Marco, Andrea D'Angelo
2022	—	`conf`	Ensemble Approaches for Graph Counterfactual Explanations. XAI.it@AI*IA Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez
2022	J	`jnl`	GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation. CoRR Mario Alfonso Prado-Romero, Giovanni Stilo
2022	A	`conf`	GRETEL: Graph Counterfactual Explanation Evaluation Framework. CIKM Mario Alfonso Prado-Romero, Giovanni Stilo
2022	J	`jnl`	Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2022	J	`jnl`	Modeling Quality and Machine Learning Pipelines through Extended Feature Models. CoRR Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo
2022	J	`jnl`	Network Connectivity Under a Probabilistic Node Failure Model. IEEE Trans. Netw. Sci. Eng. Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
2022	—	`conf`	Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2021	J	`jnl`	A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli
2021	—	`ed.`	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 BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2021	—	`conf`	Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). ECIR (2) Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2021	—	`conf`	SismaDL: an ontology to represent post-disaster regulation. BIR Workshops Francesca Caroccia, Damiano D'Agostino, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo
2021	J	`jnl`	Toward Effective Response to Natural Disasters: A Data Science Approach. IEEE Access Ghulam Mudassir, Evans Etrue Howard, Lorenza Pasquini, Claudio Arbib, Eliseo Clementini, Antinisca Di Marco, Giovanni Stilo
2021	—	`conf`	Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection. PAKDD (1) Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo
2020	J	`jnl`	A feature-learning-based method for the disease-gene prediction problem. Int. J. Data Min. Bioinform. Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
2020	—	`ed.`	Bias and Social Aspects in Search and Recommendation - First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, 2020, Proceedings BIAS Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2020	A	`conf`	Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses. CIKM Bardh Prenkaj, Giovanni Stilo, Lorenzo Madeddu
2020	J	`jnl`	ECIR 2020 Workshops: Assessing the Impact of Going Online. CoRR 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
2020	J	`jnl`	ECIR 2020 workshops: assessing the impact of going online. SIGIR Forum 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
2020	J	`jnl`	Gender, rank, and social networks on an enterprise social media platform. Soc. Networks Giorgia Di Tommaso, Mauro Gatti, Michela Iannotta, Ajay Mehra, Giovanni Stilo, Paola Velardi
2020	—	`conf`	International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). ECIR (2) Ludovico Boratto, Mirko Marras, Stefano Faralli, Giovanni Stilo
2020	J	`jnl`	Network connectivity under a probabilistic node failure model. CoRR Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo
2020	Misc	`conf`	Predicting disease genes for complex diseases using random watcher-walker. SAC Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
2020	J	`jnl`	Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). SIGIR Forum Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo
2019	J	`jnl`	A topic recommender for journalists. Inf. Retr. J. Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
2019	—	`conf`	Deep Learning Approach for the Precision Medicine Track. TREC Juan Pablo Consuegra-Ayala, Giovanni Stilo, Alessandro Celi, Amleto Di Salle
2019	Misc	`conf`	Graph-based selective outlier ensembles. SAC Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo
2019	J	`jnl`	Guest editorial: social media for personalization and search. Inf. Retr. J. Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo
2019	—	`conf`	Predicting Disease Genes Using Connectivity and Functional Features. BIBM Lorenzo Madeddu, Giovanni Stilo, Paola Velardi
2019	J	`jnl`	Quality of Life Assessment of Diabetic patients from health-related blogs. CoRR Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi
2019	C	`conf`	TSTM: A Model to Predict Topics' Popularity in News Providers. CIARP Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban
2019	J	`jnl`	The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs. Web Intell. Francesco Bonchi, Ilaria Bordino, Francesco Gullo, Giovanni Stilo
2019	J	`jnl`	The social phenotype: Extracting a patient-centered perspective of diabetes from health-related blogs. Artif. Intell. Medicine Andrea Lenzi, Marianna Maranghi, Giovanni Stilo, Paola Velardi
2019	J	`jnl`	Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection. CoRR Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo
2018	J	`jnl`	A New Framework for Centrality Measures in Multiplex Networks. CoRR Carlo Spatocco, Alessandro D'Andrea, Carlotta Domeniconi, Giovanni Stilo
2018	J	`jnl`	Graph-based Selective Outlier Ensembles. CoRR Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo
2018	—	`conf`	Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). CIKM Workshops Ludovico Boratto, Stefano Faralli, Christian Morbidoni, Gabriella Pasi, Giovanni Stilo
2018	J	`jnl`	Report on the Workshop on Social Aspects in Personalization And Search (SoAPS). SIGIR Forum Ludovico Boratto, Giovanni Stilo
2018	Misc	`conf`	What to write and why: a recommender for news media. SAC Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
2018	—	`conf`	Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi
2017	A	`conf`	A Gendered Analysis of Leadership in Enterprise Social Networks. ICWSM Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
2017	J	`jnl`	Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. Stefano Faralli, Giovanni Stilo, Paola Velardi
2017	—	`conf`	Capturing Users' Information and Communication Needs for the Press Officers. SoMePeAS@ECIR Giovanni Stilo, Christian Morbidoni, Alessandro Cucchiarelli, Paola Velardi
2017	C	`conf`	Detecting network leaders in enterprises. CSCWD Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
2017	J	`jnl`	Hashtag Sense Clustering Based on Temporal Similarity. Comput. Linguistics Giovanni Stilo, Paola Velardi
2017	—	`ed.`	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. SoMePeAS@ECIR Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo
2017	J	`jnl`	Report on the Workshop on Social Media for Personalization And Search (SoMePeAS). SIGIR Forum Ludovico Boratto, Andreas Kaltenbrunner, Giovanni Stilo
2017	—	`conf`	Twixonomy Visualization Interface: How to Wander Around User Preferences. EnCHIReS@EICS Giorgia Di Tommaso, Giovanni Stilo
2017	—	`conf`	What to Write? A topic recommender for journalists. NLPmJ@EMNLP Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi
2016	J	`jnl`	Efficient temporal mining of micro-blog texts and its application to event discovery. Data Min. Knowl. Discov. Giovanni Stilo, Paola Velardi
2016	B	`conf`	Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery. WI Francesco Bonchi, Ilaria Bordino, Francesco Gullo, Giovanni Stilo
2015	—	`conf`	A Semantic Recommender for Micro-blog Users. BigData Congress Stefano Faralli, Giovanni Stilo, Paola Velardi
2015	J	`jnl`	Analysis of women leadership in enterprise social networks. CoRR Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi
2015	A*	`conf`	Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI Stefano Faralli, Giovanni Stilo, Paola Velardi
2015	J	`jnl`	Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. Stefano Faralli, Giovanni Stilo, Paola Velardi
2014	—	`conf`	Predicting Flu Epidemics Using Twitter and Historical Data. Brain Informatics and Health Giovanni Stilo, Paola Velardi, Alberto E. Tozzi, Francesco Gesualdo
2014	B	`conf`	Temporal Semantics: Time-Varying Hashtag Sense Clustering. EKAW Giovanni Stilo, Paola Velardi
2014	—	`conf`	Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity. WI-IAT (1) Giovanni Stilo, Paola Velardi
2014	J	`jnl`	Twitter mining for fine-grained syndromic surveillance. Artif. Intell. Medicine Paola Velardi, Giovanni Stilo, Alberto E. Tozzi, Francesco Gesualdo
2013	Misc	`conf`	Automated learning of everyday patients' language for medical blogs analytics. RANLP Giovanni Stilo, Moreno De Vincenzi, Alberto E. Tozzi, Paola Velardi
2013	—	`—`	Efficent techiniques for an unordered world. Giovanni Stilo
2011	—	`conf`	Process Mining Manifesto. Business Process Management Workshops (1) 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
2009	—	`conf`	A Support System for the Analysis and the Management of Complex Ruling Documents. BIS (Workshops) Marco Bianchi, Mauro Draoli, Giorgio Gambosi, Giovanni Stilo
2008	—	`conf`	CNIPA, FUB and University of Rome "Tor Vergata" at TREC 2008 Legal Track. TREC Gianni Amati, Marco Bianchi, Mauro Draoli, Alessandro Celi, Giorgio Gambosi, Giovanni Stilo