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 Finance,
1-8, 5, (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 Media,
90-101, 16(1), (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),
51–75, Correlation Clustering, chap. 3, (2022)
Other Types of Graphs
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD),
77–98, Correlation Clustering, chap. 4, (2022)
Other Computational Settings
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD),
99–112, Correlation Clustering, chap. 5, (2022)
Multi-relation Graph Summarization
Xiangyu Ke, Arijit Khan, Francesco Bonchi
Proceedings ACM Transactions on Knowledge Discovery from Data,
1-30, 16, 5/ Art. n°82, (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 & Management,
102707, 59, 1, (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 Endowment,
3883–3896, 15, 13, (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 Discovery,
1-149, Vol. 12, No. 1, (2022)
Constraints
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD),
23–49, Correlation Clustering, chap. 2, (2022)
Conclusions and Open Problems
Francesco Bonchi, David García-Soriano, Francesco Gullo
Synthesis Lectures on Data Mining and Knowledge Discovery book series (SLDMKD),
113–114, Correlation Clustering, chap. 6, (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 Endowment,
1188-1201, 14, 7, (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 Mathematics,
34-47, 305, (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 Library,
2929-2932, 13/12, (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 Media,
165-175, 14, (2020)
Temporal betweenness centrality in dynamic graphs
Ricardo Baeza-Yates, Francesco Bonchi, I Tsalouchidou, K. Liao, T. Sellis
International Journal of Data Science and Analytics,
257–272, 9, (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 Data,
1-44, 15 (1), (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 Reports,
10:12529, (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 Analytics,
197–213, 9, (2020)
Fair-by-design matching
Francesco Bonchi, David García-Soriano
Data Mining and Knowledge Discovery,
34 / 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 Data,
11, (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)
Visualizing structural balance in signed networks
Francesco Bonchi, C. Madeddu, Edoardo Galimberti, Giancarlo Ruffo
International Conference on Complex Networks and Their Applications,
53-65, (2019)
The Responsibility Challenge for Data
Francesco Bonchi, Tina Eliassi-Rad, K. Gummadi, J. Stoyanovich, H.V Jagadish, L. Getoor
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data,
412-414, (2019)
The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs
Francesco Bonchi, G Stilo, Francesco Gullo, I Bordino
Web Intelligence,
177-198, 17, 3, (2019)
Finding events in temporal networks: segmentation meets densest subgraph discovery
Francesco Bonchi, P. Rozenshtein, M. Sozio, N. Tatti, Aristides Gionis
Knowledge and Information Systems,
1-29, (2019)
Distance-generalized Core Decomposition
Francesco Bonchi, Arijit Khan, Lorenzo Severini
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data,
1006–1023, (2019)
Distance-Based Community Search (Invited Talk Extended Abstract)
Francesco Bonchi
In Proceedings of International Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2019),
21-27, 11376, (2019)
Discovering Polarized Communities in Signed Networks
Francesco Bonchi, B. Ordozgoiti, Aristides Gionis, Edoardo Galimberti, Giancarlo Ruffo
CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management,
961-970, (2019)
Correction to: Exposing the probabilistic causal structure of discrimination
Francesco Bonchi, B. Mishra, D. Ramazzotti, Sara Hajian
International Journal of Data Science and Analytics,
3:1–21, (2019)
Uncertain Graph Sparsification
Francesco Bonchi, N. Papailiou, D. Papadias, P. Parchas
IEEE Transactions on Knowledge and Data Engineering
(2018)
Summarizing Graphs at Multiple Scales: New Trends
Francesco Bonchi, D. Koutra, J. Vreeken
IEEE International Conference on Data Mining (ICDM),
1097-1097, (2018)
Scalable dynamic graph summarization
Ricardo Baeza-Yates, Francesco Bonchi, I Tsalouchidou, Gianmarco De Francisci Morales
IEEE Transactions on Knowledge and Data Engineering,
360-373, 32, (2018)
Probabilistic Causal Analysis of Social Influence
Francesco Bonchi, B. Mishra, D. Ramazzotti, Francesco Gullo
CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management,
1003-1012, (2018)
Mining (maximal) span-cores from temporal networks
Francesco Bonchi, Ciro Cattuto, Alain Barrat, Edoardo Galimberti, Francesco Gullo
CIKM2018,
107-116, (2018)
Invited papers from the ACM conference on hypertext and social media
Francesco Bonchi, P. Dolog, D. Helic, P. Vojtas
New Review of Hypermedia and Multimedia,
24/2, (2018)
Finding events in temporal networks: Segmentation meets densest-subgraph discovery
Francesco Bonchi, P. Rozenshtein, M. Sozio, N. Tatti, Aristides Gionis
2018 IEEE International Conference on Data Mining (ICDM),
397-406, (2018)
Conditional Reliability in Uncertain Graphs
Francesco Bonchi, Arijit Khan, A. Nufer, Francesco Gullo
IEEE Transactions on Knowledge and Data Engineering
(2018)
Secure Centrality Computation Over Multiple Networks
Francesco Bonchi, David García-Soriano, Gilad Asharov, Tamir Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web,
957-966, (2017)
Revenue Maximization in Incentivized Social Advertising
Francesco Bonchi, Laks Vs Lakshmanan, Wei Lu, Cigdem Aslay
Proceedings of the 43rd International Conference on Very Large Databases (VLDB)
(2017)
Streaming Tensor Summarization
Ricardo Baeza-Yates, Francesco Bonchi, I Tsalouchidou, Gianmarco De Francisci Morales
Proceedings of the 2016 IEEE
International Conference on Big Data (IEEE BigData 2016) CIEEE December
5-8, 2016, Washington D.C., USA.
(2016)
Spheres of Influence for More Effective Viral Marketing
Francesco Bonchi, David García-Soriano, Y Mehmood
Proceedings of the 2016 ACM SIGMOD
Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA,
USA.
(2016)
Individual privacy in social influence networks
Francesco Bonchi, Sara Hajian, Tamir Tassa
Social Network Analysis and Mining,
6:2, (2016)
Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery
Francesco Bonchi, G Stilo, Francesco Gullo, I Bordino
Proceedings of the 2016
IEEE/WIC/ACM International Conference on Web Intelligence (WI 2016) CIEEE
October 13-16, 2016, Omaha, Nebraska, USA.
(2016)
Efficient Methods for Influence-Based Network-Oblivious Community Detection
Francesco Bonchi, Nicola Barbieri
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey Paper, Special Issue: Intelligent Music Systems and Applications and Regular Papers,
Volume 8 Issue 2, (2016)
Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms
Francesco Bonchi, Matteo Riondato, Gianmarco De Francisci Morales
Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada.
(2016)
Algorithmic bias: from discrimination discovery to fairness-aware data mining
Francesco Bonchi, Carlos Castillo, Sara Hajian
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016) CACM August 13-17, 2016, San Francisco, California.
(2016)
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 Finance,
1-8, 5, (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 Media,
90-101, 16(1), (2022)