Publications
Relevance-based Infilling for Natural Language Counterfactuals
Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 88–98 (2023)
Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers
Adriano Fazzone, , Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Proceedings of the VLDB Endowment15(13), 3883–3896 (2022)
The Effect of People Recommenders on Echo Chambers and Polarization
Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
Proceedings of the International AAAI Conference on Web and Social Media16(1), 90-101 (2022)
The evolving causal structure of equity risk factors
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance5, 1-8 (2022)
Dense and well-connected subgraph detection in dual networks
Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM) 361-369 (2022)
FreSCo: Mining Frequent Patterns in Simplicial Complexes
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
WWW '22: Proceedings of the ACM Web Conference 1444-1454 (2022)
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
WWW '22: Proceedings of the ACM Web Conference 2022 2719–2728 (2022)
Multi-relation Graph Summarization
Xiangyu Ke, Arijit Khan, Francesco Bonchi
Proceedings ACM Transactions on Knowledge Discovery from Data16(5) / Art. n°82, 1-30 (2022)
Other Computational Settings
Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 5, 99–112 (2022)
Other Types of Graphs
Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 4, 77–98 (2022)
Relaxed Formulations
Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap. 3, 51–75 (2022)
Constraints
Francesco Bonchi, David García-Soriano, Francesco Gullo
Correlation ClusteringChap.2, 23–49 (2022)
Conclusions and Open Problems
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 6, 113–114 (2022)
Correlation Clustering
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery12(1), 1-149 (2022)
Fair Top-k Ranking with multiple protected groups
Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
Information Processing & Management59(1), 102707 (2022)
Learning Ideological Embeddings from Information Cascades
Francesco Bonchi, Giuseppe Manco, Corrado Monti, Cigdem Aslay
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management 1325–1334 (2021)
Finding densest k-connected subgraphs
Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Discrete Applied Mathematics305, 34-47 (2021)
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints
David García-Soriano, Francesco Bonchi
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 436–446 (2021)
Counterfactual Graphs for Explainable Classification of Brain Networks
Francesco Bonchi, Carlo Abrate
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2495–2504 (2021)
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market
David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society 978–988 (2021)
MISINFO 2021: Workshop on Misinformation Integrity in Social Networks
Lluìs Garcia-Pueyo, Anand Bhaskar, Prathyusha Senthil Kumar, Panayiotis Tsaparas, Kiran Garimella, Yu Sun, Francesco Bonchi
30th ACM The Web Conference 2021 (Ljubljana, Slovenia) (2021)
Efficient Probabilistic Truss Indexing on Uncertain Graphs
Zitan Sun, Huang Xin, Jianliang Xu, Francesco Bonchi
WWW ’21: Proceedings of the Web Conference 2021 354–366 (2021)
STruD: Truss Decomposition of Simplicial Complexes
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
WWW '21: Proceedings of The Web Conference 2021 3408–3418 (2021)
WoMG: A Library for Word-of-Mouth Cascades Generation
Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining 1065–1068 (2021)
Shortest paths and centrality in uncertain networks
Arkaprava Saha, Ruben Brokkelkamp, Yllka Velaj, Arijit Khan, Francesco Bonchi
Proceedings of the VLDB Endowment14, 7, 1188-1201 (2021)
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Ethics and Information Technology23, 1-6 (2021)
Better Fewer but Better: Community Search with Outliers
Francesco Bonchi, Lorenzo Severini, Mauro Sozio
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (2020)
Adaptive Community Search in Dynamic Networks
Ioanna Tsalouchidou, Francesco Bonchi, Ricardo Baeza-Yates
2020 IEEE International Conference on Big Data (Big Data) (2020)
Span-core Decomposition for Temporal Networks: Algorithms and Applications
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
ACM Transactions on Knowledge Discovery from Data15(1), 1-44 (2020)
Learning Opinion Dynamics From Social Traces
Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 764–773 (2020)
X2R2: a tool for explainable and explorative reidentification risk analysis
Tom Rolandus Hagedoorn, Rohit Kumar, Francesco Bonchi
Proceedings of the VLDB Endowment - ACM Digital Library13(12), 2929-2932 (2020)
Relevance of temporal cores for epidemic spread in temporal networks
Martino Ciaperoni, Edoardo Galimberti, Francesco Bonchi, Ciro Cattuto, Francesco Gullo, Alain Barrat
Scientific Reports10, 12529 (2020)
Cores matter? An analysis of graph decomposition effects on influence maximization problems
Antonio Caliò, Andrea Tagarelli, Francesco Bonchi
WebSci '20: Proceedings of the 12th ACM Conference on Web Science 184–193 (2020)
Explainable Classification of Brain Networks via Contrast Subgraphs
Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ACM, August 23-27, 2020, San Diego, CA, USA (2020)
Generating Realistic Interest-Driven Information Cascades
Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA14(1), 107-118 (2020)
Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit
Joan Massachs Güell, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Proceedings of the 12th International ACM Conference on Web Science (WebSci '20) (2020)
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems
Francesco Fabbri, Francesco Bonchi, Ludovico Boratto, Carlos Castillo
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media14(1), 165-175 (2020)
Query-Efficient Correlation Clustering
David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
WWW '20: Proceedings of The Web Conference 2020 1468–1478 (2020)
FaiRecSys: mitigating algorithmic bias in recommender systems
Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa
International Journal of Data Science and Analytics9, 197–213 (2020)
Fair-by-design matching
David García-Soriano, Francesco Bonchi
Data Mining and Knowledge Discovery34, 1291–1335 (2020)
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications
Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano
ACM Transactions on Knowledge Discovery from Data14, 1, 11, 1-40 (2020)
Temporal betweenness centrality in dynamic graphs
Ioanna Tsalouchidou, Ricardo Baeza-Yates, Francesco Bonchi, Kewen Liao, Timos Sellis
International Journal of Data Science and Analytics9, 257–272 (2020)
Relevance-based Infilling for Natural Language Counterfactuals
Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 88–98 (2023)
Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers
Adriano Fazzone, , Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Proceedings of the VLDB Endowment15(13), 3883–3896 (2022)
The Effect of People Recommenders on Echo Chambers and Polarization
Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
Proceedings of the International AAAI Conference on Web and Social Media16(1), 90-101 (2022)