Discovering Drift Phenomena in Evolving Landscapes - First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings (Springer, 2025)

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni; Giannotti, Fosca (ACM Comput. Surv., 2024)

Uncovering gender gap in academia: A comprehensive analysis within the software engineering community. - D'Angelo, Andrea; d'Aloisio, Giordano; Marzi, Francesca; Marco, Antinisca Di; Stilo, Giovanni (J. Syst. Softw., 2024)

Deep Graph Networks for Drug Repurposing With Multi-Protein Targets. - Bacciu, Davide; Errica, Federico; Gravina, Alessio; Madeddu, Lorenzo; Podda, Marco; Stilo, Giovanni (IEEE Trans. Emerg. Top. Comput., 2024)

Robust Stochastic Graph Generator for Counterfactual Explanations. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (2024)

Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA). - Piangerelli, Marco; Prenkaj, Bardh; Rotalinti, Ylenia; Joshi, Ananya; Stilo, Giovanni (2024)

GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (2024)

VAMP: Visual Analytics for Microservices Performance. - Traini, Luca; Léone, Jessica; Stilo, Giovanni; Marco, Antinisca Di (2024)

VAMP: Visual Analytics for Microservices Performance. - Traini, Luca; Léone, Jessica; Stilo, Giovanni; Marco, Antinisca Di (CoRR, 2024)

Report on Female Participation in Informatics degrees in Europe. - D'Angelo, Andrea; Catarci, Tiziana; Marco, Antinisca Di; Landoni, Monica; Nardelli, Enrico; Stilo, Giovanni (CoRR, 2024)

Debiaser for Multiple Variables to enhance fairness in classification tasks. - d'Aloisio, Giordano; D'Angelo, Andrea; Marco, Antinisca Di; Stilo, Giovanni (Inf. Process. Manag., 2023)

Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions. - Bianchi, Andrea; Marco, Antinisca Di; Marzi, Francesca; Stilo, Giovanni; Pellegrini, Cristina; Masi, Stefano; Mengozzi, Alessandro; Virdis, Agostino; Nobile, Marco Salvatore; Simeoni, Marta (2023)

Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). - Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (2023)

Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. - d'Aloisio, Giordano; D'Angelo, Andrea; Marzi, Francesca; Marco, Diana Di; Stilo, Giovanni; Marco, Antinisca Di (2023)

Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. - Marzi, Francesca; d'Aloisio, Giordano; Marco, Antinisca Di; Stilo, Giovanni (2023)

Democratizing Quality-Based Machine Learning Development through Extended Feature Models. - d'Aloisio, Giordano; Marco, Antinisca Di; Stilo, Giovanni (2023)

Revisiting CounteRGAN for Counterfactual Explainability of Graphs. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (2023)

Are Generative-Based Graph Counterfactual Explainers Worth It? - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (2023)

Developing and Evaluating Graph Counterfactual Explanation with GRETEL. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (2023)

Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers (Springer, 2023)

Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. - Marzi, Francesca; d'Aloisio, Giordano; Marco, Antinisca Di; Stilo, Giovanni (CoRR, 2023)

Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. - d'Aloisio, Giordano; D'Angelo, Andrea; Marzi, Francesca; Marco, Diana Di; Stilo, Giovanni; Marco, Antinisca Di (CoRR, 2023)

Robust Stochastic Graph Generator for Counterfactual Explanations. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni (CoRR, 2023)

Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. - Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (Inf. Process. Manag., 2022)

Network Connectivity Under a Probabilistic Node Failure Model. - Cavallaro, Lucia; Costantini, Stefania; Meo, Pasquale De; Liotta, Antonio; Stilo, Giovanni (IEEE Trans. Netw. Sci. Eng., 2022)

Ensemble Approaches for Graph Counterfactual Explanations. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni; Celi, Alessandro; Estevanell-Valladares, Ernesto Luis; Pérez, Daniel Alejandro Valdés (2022)

Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. - d'Aloisio, Giordano; Stilo, Giovanni; Marco, Antinisca Di; D'Angelo, Andrea (2022)

GRETEL: Graph Counterfactual Explanation Evaluation Framework. - Prado-Romero, Mario Alfonso; Stilo, Giovanni (2022)

Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). - Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (2022)

A Manifesto for Applied Data Science - Reasoning from a Business Perspective. - Christiansen, Bahne; Neuhaus, Uwe; Schulz, Michael; Hargreaves, Adrian; Marco, Antinisca Di; Proietti, Guido; Rossi, Fabrizio; Stilo, Giovanni; Haney, Mark H.; Duncan, Andrew; Tessera, Daniele; Todt, Tilman; et al. (2022)

DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. - Bianchi, Andrea; d'Aloisio, Giordano; D'Angelo, Andrea; Marco, Antinisca Di; Matteo, Alessandro Di; Léone, Jessica; Scoccia, Giulia; Stilo, Giovanni; Traini, Luca (2022)

An empirical study of privacy labels on the Apple iOS mobile app store. - Scoccia, Gian Luca; Autili, Marco; Stilo, Giovanni; Inverardi, Paola (2022)

Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers (Springer, 2022)

GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation. - Prado-Romero, Mario Alfonso; Stilo, Giovanni (CoRR, 2022)

Modeling Quality and Machine Learning Pipelines through Extended Feature Models. - d'Aloisio, Giordano; Marco, Antinisca Di; Stilo, Giovanni (CoRR, 2022)

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation. - Prado-Romero, Mario Alfonso; Prenkaj, Bardh; Stilo, Giovanni; Giannotti, Fosca (CoRR, 2022)

Toward Effective Response to Natural Disasters: A Data Science Approach. - Mudassir, Ghulam; Howard, Evans Etrue; Pasquini, Lorenza; Arbib, Claudio; Clementini, Eliseo; Marco, Antinisca Di; Stilo, Giovanni (IEEE Access, 2021)

A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. - Prenkaj, Bardh; Velardi, Paola; Stilo, Giovanni; Distante, Damiano; Faralli, Stefano (ACM Comput. Surv., 2021)

SismaDL: an ontology to represent post-disaster regulation. - Caroccia, Francesca; D'Agostino, Damiano; d'Aloisio, Giordano; Marco, Antinisca Di; Stilo, Giovanni (2021)

Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). - Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (2021)

Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection. - Sarvari, Hamed; Domeniconi, Carlotta; Prenkaj, Bardh; Stilo, Giovanni (2021)

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 (Springer, 2021)

A feature-learning-based method for the disease-gene prediction problem. - Madeddu, Lorenzo; Stilo, Giovanni; Velardi, Paola (Int. J. Data Min. Bioinform., 2020)

ECIR 2020 workshops: assessing the impact of going online. - Nunes, Sérgio; Little, Suzanne; Bhatia, Sumit; Boratto, Ludovico; Cabanac, Guillaume; Campos, Ricardo; Couto, Francisco M.; Faralli, Stefano; Frommholz, Ingo; Jatowt, Adam; Jorge, Alípio; Marras, Mirko; et al. (SIGIR Forum, 2020)

Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). - Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni (SIGIR Forum, 2020)

Gender, rank, and social networks on an enterprise social media platform. - Tommaso, Giorgia Di; Gatti, Mauro; Iannotta, Michela; Mehra, Ajay; Stilo, Giovanni; Velardi, Paola (Soc. Networks, 2020)

Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses. - Prenkaj, Bardh; Stilo, Giovanni; Madeddu, Lorenzo (2020)

International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). - Boratto, Ludovico; Marras, Mirko; Faralli, Stefano; Stilo, Giovanni (2020)

Predicting disease genes for complex diseases using random watcher-walker. - Madeddu, Lorenzo; Stilo, Giovanni; Velardi, Paola (2020)

Bias and Social Aspects in Search and Recommendation - First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, 2020, Proceedings (Springer, 2020)

ECIR 2020 Workshops: Assessing the Impact of Going Online. - Nunes, Sérgio; Little, Suzanne; Bhatia, Sumit; Boratto, Ludovico; Cabanac, Guillaume; Campos, Ricardo; Couto, Francisco M.; Faralli, Stefano; Frommholz, Ingo; Jatowt, Adam; Jorge, Alípio; Marras, Mirko; et al. (CoRR, 2020)

Network connectivity under a probabilistic node failure model. - Cavallaro, Lucia; Costantini, Stefania; Meo, Pasquale De; Liotta, Antonio; Stilo, Giovanni (CoRR, 2020)

The social phenotype: Extracting a patient-centered perspective of diabetes from health-related blogs. - Lenzi, Andrea; Maranghi, Marianna; Stilo, Giovanni; Velardi, Paola (Artif. Intell. Medicine, 2019)

Guest editorial: social media for personalization and search. - Boratto, Ludovico; Kaltenbrunner, Andreas; Stilo, Giovanni (Inf. Retr. J., 2019)

A topic recommender for journalists. - Cucchiarelli, Alessandro; Morbidoni, Christian; Stilo, Giovanni; Velardi, Paola (Inf. Retr. J., 2019)

The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs. - Bonchi, Francesco; Bordino, Ilaria; Gullo, Francesco; Stilo, Giovanni (Web Intell., 2019)

Predicting Disease Genes Using Connectivity and Functional Features. - Madeddu, Lorenzo; Stilo, Giovanni; Velardi, Paola (2019)

TSTM: A Model to Predict Topics' Popularity in News Providers. - Prado-Romero, Mario Alfonso; Celi, Alessandro; Stilo, Giovanni; Coto-Santiesteban, Alex (2019)

Graph-based selective outlier ensembles. - Sarvari, Hamed; Domeniconi, Carlotta; Stilo, Giovanni (2019)

Deep Learning Approach for the Precision Medicine Track. - Consuegra-Ayala, Juan Pablo; Stilo, Giovanni; Celi, Alessandro; Salle, Amleto Di (2019)

Quality of Life Assessment of Diabetic patients from health-related blogs. - Lenzi, Andrea; Maranghi, Marianna; Stilo, Giovanni; Velardi, Paola (CoRR, 2019)

Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection. - Sarvari, Hamed; Domeniconi, Carlotta; Prenkaj, Bardh; Stilo, Giovanni (CoRR, 2019)

Report on the Workshop on Social Aspects in Personalization And Search (SoAPS). - Boratto, Ludovico; Stilo, Giovanni (SIGIR Forum, 2018)

Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). - Boratto, Ludovico; Faralli, Stefano; Morbidoni, Christian; Pasi, Gabriella; Stilo, Giovanni (2018)

What to write and why: a recommender for news media. - Cucchiarelli, Alessandro; Morbidoni, Christian; Stilo, Giovanni; Velardi, Paola (2018)

Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. - Tommaso, Giorgia Di; Faralli, Stefano; Stilo, Giovanni; Velardi, Paola (2018)

A New Framework for Centrality Measures in Multiplex Networks. - Spatocco, Carlo; D'Andrea, Alessandro; Domeniconi, Carlotta; Stilo, Giovanni (CoRR, 2018)

Graph-based Selective Outlier Ensembles. - Sarvari, Hamed; Domeniconi, Carlotta; Stilo, Giovanni (CoRR, 2018)

Hashtag Sense Clustering Based on Temporal Similarity. - Stilo, Giovanni; Velardi, Paola (Comput. Linguistics, 2017)

Report on the Workshop on Social Media for Personalization And Search (SoMePeAS). - Boratto, Ludovico; Kaltenbrunner, Andreas; Stilo, Giovanni (SIGIR Forum, 2017)

Automatic acquisition of a taxonomy of microblogs users' interests. - Faralli, Stefano; Stilo, Giovanni; Velardi, Paola (J. Web Semant., 2017)

Detecting network leaders in enterprises. - Tommaso, Giorgia Di; Stilo, Giovanni; Velardi, Paola (2017)

Capturing Users' Information and Communication Needs for the Press Officers. - Stilo, Giovanni; Morbidoni, Christian; Cucchiarelli, Alessandro; Velardi, Paola (2017)

Twixonomy Visualization Interface: How to Wander Around User Preferences. - Tommaso, Giorgia Di; Stilo, Giovanni (2017)

What to Write? A topic recommender for journalists. - Cucchiarelli, Alessandro; Morbidoni, Christian; Stilo, Giovanni; Velardi, Paola (2017)

A Gendered Analysis of Leadership in Enterprise Social Networks. - Tommaso, Giorgia Di; Stilo, Giovanni; Velardi, Paola (2017)

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-WS.org, 2017)

Efficient temporal mining of micro-blog texts and its application to event discovery. - Stilo, Giovanni; Velardi, Paola (Data Min. Knowl. Discov., 2016)

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery. - Bonchi, Francesco; Bordino, Ilaria; Gullo, Francesco; Stilo, Giovanni (2016)

Recommendation of microblog users based on hierarchical interest profiles. - Faralli, Stefano; Stilo, Giovanni; Velardi, Paola (Soc. Netw. Anal. Min., 2015)

A Semantic Recommender for Micro-blog Users. - Faralli, Stefano; Stilo, Giovanni; Velardi, Paola (2015)

Large Scale Homophily Analysis in Twitter Using a Twixonomy. - Faralli, Stefano; Stilo, Giovanni; Velardi, Paola (2015)

Analysis of women leadership in enterprise social networks. - Tommaso, Giorgia Di; Stilo, Giovanni; Velardi, Paola (CoRR, 2015)

Twitter mining for fine-grained syndromic surveillance. - Velardi, Paola; Stilo, Giovanni; Tozzi, Alberto E.; Gesualdo, Francesco (Artif. Intell. Medicine, 2014)

Predicting Flu Epidemics Using Twitter and Historical Data. - Stilo, Giovanni; Velardi, Paola; Tozzi, Alberto E.; Gesualdo, Francesco (2014)

Temporal Semantics: Time-Varying Hashtag Sense Clustering. - Stilo, Giovanni; Velardi, Paola (2014)

Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity. - Stilo, Giovanni; Velardi, Paola (2014)

Efficent techiniques for an unordered world. - Stilo, Giovanni (2013)

Automated learning of everyday patients' language for medical blogs analytics. - Stilo, Giovanni; Vincenzi, Moreno De; Tozzi, Alberto E.; Velardi, Paola (2013)

Process Mining Manifesto. - Aalst, Wil M. P. van der; Adriansyah, Arya; Medeiros, Ana Karla Alves de; Arcieri, Franco; Baier, Thomas; Blickle, Tobias; Bose, R. P. Jagadeesh Chandra; Brand, Peter van den; Brandtjen, Ronald; Buijs, Joos C. A. M.; Burattin, Andrea; Carmona, Josep; et al. (2011)

A Support System for the Analysis and the Management of Complex Ruling Documents. - Bianchi, Marco; Draoli, Mauro; Gambosi, Giorgio; Stilo, Giovanni (2009)

CNIPA, FUB and University of Rome "Tor Vergata" at TREC 2008 Legal Track. - Amati, Gianni; Bianchi, Marco; Draoli, Mauro; Celi, Alessandro; Gambosi, Giorgio; Stilo, Giovanni (2008)