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)
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)
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)
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)
Relaxed Formulations
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 3, 51–75 (2022)
Other Types of Graphs
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 4, 77–98 (2022)
Other Computational Settings
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 5, 99–112 (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)
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)
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)
Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers
Adriano Fazzone, Tommaso Lanciano, Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Proceedings of the VLDB Endowment15, 13, 3883–3896 (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)
Correlation Clustering
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge DiscoveryVol. 12, No. 1, 1-149 (2022)
Constraints
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD)Correlation Clustering, chap. 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)
WoMG: A Library for Word-of-Mouth Cascades Generation
Federico Cinus, André Panisson, Francesco Bonchi, Corrado Monti
Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM '21) 1065–1068 (2021)
STruD: Truss Decomposition of Simplicial Complexes
Francesco Bonchi, Giulia Preti, Gianmarco De Francisci Morales
WWW '21: Proceedings of The Web Conference 2021 3408–3418 (2021)
Shortest paths and centrality in uncertain networks
Francesco Bonchi, Arkaprava Saha, Ruben Brokkelkamp, Yllka Velaj, Arijit Khan
Proceedings of the VLDB Endowment14, 7, 1188-1201 (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)
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints
Francesco Bonchi, David García-Soriano
KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 436–446 (2021)
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)
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Alessandro Vespignani, Francesco Bonchi, J van den Hoven, V. Dignum, J. Domingo-Ferrer, P. Ferragina, F. Giannotti, R. Guidotti, S. Matwin, D. MegíasJiménez, A. Monreale, A. Passarella, A. Passerini, F. Pratesi, S. Rinzivillo, S. Ruggieri, G. Comandé, A. Siebes, M. Conti, V. Torra, M. Coté, R. Trasarti, M. Nanni, M. Nanni, G. Andrienko, C. Boldrini, F. Chiaromonte, Katharina Morik, Nuria Oliver, Sune Lehmann, Alex Pentland, Ciro Cattuto, P. Lukowicz, Bruno Lepri, Dino Pedreschi, F Pianesi, Albert-László Barabási, J. Kertesz, D. Helbing, Kimmo Kaski
Ethics and Information Technology (2021)
Finding densest k-connected subgraphs
Francesco Bonchi, Atsushi Miyauchi, Charalampos E. Tsourakakis, David García-Soriano
Discrete Applied Mathematics305, 34-47 (2021)
Efficient Probabilistic Truss Indexing on Uncertain Graphs
Francesco Bonchi, Z. Sun, X. Huang, J. Xu
WWW ’21: Proceedings of the Web Conference 2021 354–366 (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
Francesco Bonchi, D Solans, C Calsamiglia, Carlos Castillo, Francesco Fabbri
AIES '21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society 978–988 (2021)
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)
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems
Francesco Bonchi, Carlos Castillo, Francesco Fabbri, Ludovico Boratto
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media14, 165-175 (2020)
Temporal betweenness centrality in dynamic graphs
Ricardo Baeza-Yates, Francesco Bonchi, I Tsalouchidou, K. Liao, T. Sellis
International Journal of Data Science and Analytics9, 257–272 (2020)
Span-core Decomposition for Temporal Networks: Algorithms and Applications
Francesco Bonchi, Ciro Cattuto, Martino Ciaperoni, Alain Barrat, Edoardo Galimberti, Francesco Gullo
ACM Transactions on Knowledge Discovery from Data15 (1), 1-44 (2020)
Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit
Francesco Bonchi, Corrado Monti, Joan Massachs Güell, Gianmarco De Francisci Morales
Proceedings of the 12th International ACM Conference on Web Science (WebSci '20) (2020)
Relevance of temporal cores for epidemic spread in temporal networks
Francesco Bonchi, Ciro Cattuto, Alain Barrat, Martino Ciaperoni, Edoardo Galimberti, Francesco Gullo
Scientific Reports10:12529, (2020)
Query-Efficient Correlation Clustering
Francesco Bonchi, Charalampos E. Tsourakakis, David García-Soriano, K. Kutzkov
WWW '20: Proceedings of The Web Conference 2020 1468–1478 (2020)
Learning Opinion Dynamics From Social Traces
Francesco Bonchi, Corrado Monti, Gianmarco De Francisci Morales
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, André Panisson, Francesco Bonchi, Corrado Monti
Proceedings of The 14th International AAAI Conference on Web and Social Media (ICWSM 2020) ©AAAI, June 8-11, 2020, Atlanta, Georgia, USA (2020)
FaiRecSys: mitigating algorithmic bias in recommender systems
André Panisson, Francesco Bonchi, B. Edizel, Sara Hajian, Tamir Tassa
International Journal of Data Science and Analytics9, 197–213 (2020)
Fair-by-design matching
Francesco Bonchi, David García-Soriano
Data Mining and Knowledge Discovery34 / 4, (2020)
Explainable Classification of Brain Networks via Contrast Subgraphs
Francesco Bonchi, Tommaso Lanciano, 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)
Cores matter? An analysis of graph decomposition effects on influence maximization problems
Francesco Bonchi, A. Caliò, A. Tagarelli
WebSci '20: 12th ACM Conference on Web Science 184–193 (2020)
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications
Francesco Bonchi, Tommaso Lanciano, Edoardo Galimberti, Francesco Gullo
ACM Transactions on Knowledge Discovery from Data11, (2020)
Better Fewer but Better: Community Search with Outliers
Francesco Bonchi, Lorenzo Severini, M. Sozio
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (2020)
Adaptive Community Search in Dynamic Networks
Ricardo Baeza-Yates, Francesco Bonchi, I Tsalouchidou
2020 IEEE International Conference on Big Data (Big Data) (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)
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)
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)