Francesco Bonchi

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 148

Top Venues

Publications

Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone, Francesco Bonchi
A Survey on the Densest Subgraph Problem and its Variants. ACM Comput. Surv. 56 (8) (2024)
Antonio Ferrara, Francesco Bonchi, Francesco Fabbri, Fariba Karimi, Claudia Wagner
Bias-aware ranking from pairwise comparisons. Data Min. Knowl. Discov. 38 (4) (2024)
Adriano Fazzone, Yanhao Wang, Francesco Bonchi
Fair Representation in Submodular Subset Selection: A Pareto Optimization Approach. Trans. Mach. Learn. Res. 2024 (2024)
Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri
Extracting the Multiscale Causal Backbone of Brain Dynamics. CLeaR (2024)
Oana Balalau, Francesco Bonchi, T.-H. Hubert Chan, Francesco Gullo, Mauro Sozio, Hao Xie
Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity. CoRR (2024)
Yanhao Wang, Yuchen Li, Francesco Bonchi, Ying Wang
Balancing Utility and Fairness in Submodular Maximization. EDBT (2024)
Malamati D. Louta, Chiara Boldrini, Francesco Bonchi, Symeon Papavassiliou, De-Nian Yang
Guest Editorial: Social-Aware Communication Networks and Systems and Innovative Social Network Applications and Services. IEEE Commun. Mag. 62 (5) (2024)
Atsushi Miyauchi, Lorenzo Severini, Francesco Bonchi
Local Centrality Minimization with Quality Guarantees. WWW (2024)
Atsushi Miyauchi, Florian Adriaens, Francesco Bonchi, Nikolaj Tatti
Multilayer Correlation Clustering. CoRR (2024)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
Hyper-distance oracles in hypergraphs. VLDB J. 33 (5) (2024)
Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi, Wei Chen
Query-Efficient Correlation Clustering with Noisy Oracle. CoRR (2024)
Atsushi Miyauchi, Lorenzo Severini, Francesco Bonchi
Local Centrality Minimization with Quality Guarantees. CoRR (2024)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. IEEE Trans. Signal Process. 72 (2024)
Corrado Monti, Paolo Bajardi, Francesco Bonchi, André Panisson, Alan Perotti
A True-to-the-model Axiomatic Benchmark for Graph-based Explainers. Trans. Mach. Learn. Res. 2024 (2024)
Marco Minici, Federico Cinus, Francesco Bonchi, Giuseppe Manco
Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance. CoRR (2024)
Eliana Pastor, Francesco Bonchi
Intersectional fair ranking via subgroup divergence. Data Min. Knowl. Discov. 38 (4) (2024)
João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Setting the Right Expectations: Algorithmic Recourse Over Time. CoRR (2023)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. CoRR (2023)
João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Setting the Right Expectations: Algorithmic Recourse Over Time. EAAMO (2023)
Carlo Abrate, Giulia Preti, Francesco Bonchi
Counterfactual Explanations for Graph Classification Through the Lenses of Density. CoRR (2023)
Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone, Francesco Bonchi
A Survey on the Densest Subgraph Problem and its Variants. CoRR (2023)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI (2023)
Gabriele D'Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri
Extracting the Multiscale Causal Backbone of Brain Dynamics. CoRR (2023)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
Hyper-distance Oracles in Hypergraphs. CoRR (2023)
Francesco Bonchi, Claudio Gentile, André Panisson, Fabio Vitale
Fast and Effective GNN Training with Linearized Random Spanning Trees. CoRR (2023)
Carlo Abrate, Giulia Preti, Francesco Bonchi
Counterfactual Explanations for Graph Classification Through the Lenses of Density. xAI (1) (2023)
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
Learning Multiscale Non-stationary Causal Structures. Trans. Mach. Learn. Res. 2023 (2023)
Federico Cinus, Aristides Gionis, Francesco Bonchi
Rebalancing Social Feed to Minimize Polarization and Disagreement. CoRR (2023)
Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner
Relevance-based Infilling for Natural Language Counterfactuals. CIKM (2023)
Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson
Explaining Identity-aware Graph Classifiers through the Language of Motifs. IJCNN (2023)
Flavio Petruzzellis, Francesco Bonchi, Gianmarco De Francisci Morales, Corrado Monti
On the Relation between Opinion Change and Information Consumption on Reddit. ICWSM (2023)
Federico Cinus, Aristides Gionis, Francesco Bonchi
Rebalancing Social Feed to Minimize Polarization and Disagreement. CIKM (2023)
Adriano Fazzone, Tommaso Lanciano, Riccardo Denni, Charalampos E. Tsourakakis, Francesco Bonchi
Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers. Proc. VLDB Endow. 15 (13) (2022)
Sara De Candia, Gianmarco De Francisci Morales, Corrado Monti, Francesco Bonchi
Social Norms on Reddit: A Demographic Analysis✱. WebSci (2022)
Alan Perotti, Paolo Bajardi, Francesco Bonchi, André Panisson
GRAPHSHAP: Motif-based Explanations for Black-box Graph Classifiers. CoRR (2022)
Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco
Cascade-based Echo Chamber Detection. CoRR (2022)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
FreSCo: Mining Frequent Patterns in Simplicial Complexes. WWW (2022)
Xiangyu Ke, Arijit Khan, Francesco Bonchi
Multi-relation Graph Summarization. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Gabriele D'Acunto, Gianmarco De Francisci Morales, Paolo Bajardi, Francesco Bonchi
Multiscale Non-stationary Causal Structure Learning from Time Series Data. CoRR (2022)
Corrado Monti, Luca Maria Aiello, Gianmarco De Francisci Morales, Francesco Bonchi
The language of opinion change on social media under the lens of communicative action. CoRR (2022)
Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Dense and well-connected subgraph detection in dual networks. SDM (2022)
Corrado Monti, Marco Pangallo, Gianmarco De Francisci Morales, Francesco Bonchi
On learning agent-based models from data. CoRR (2022)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. ICWSM (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR (2022)
Flavio Petruzzellis, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
On the Relation Between Opinion Change and Information Consumption on Reddit. CoRR (2022)
Yanhao Wang, Yuchen Li, Francesco Bonchi, Ying Wang
Balancing Utility and Fairness in Submodular Maximization (Technical Report). CoRR (2022)
Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
Ranking with multiple protected groups. Inf. Process. Manag. 59 (1) (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW (2022)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
FreSCo: Mining Frequent Patterns in Simplicial Complexes. CoRR (2022)
Marco Minici, Federico Cinus, Corrado Monti, Francesco Bonchi, Giuseppe Manco
Cascade-based Echo Chamber Detection. CIKM (2022)
Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
The Effect of People Recommenders on Echo Chambers and Polarization. ICWSM (2022)
Mirco Nanni, Gennady L. 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, János Kertész, 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, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics Inf. Technol. 23 (S1) (2021)
Arkaprava Saha, Ruben Brokkelkamp, Yllka Velaj, Arijit Khan, Francesco Bonchi
Shortest Paths and Centrality in Uncertain Networks. Proc. VLDB Endow. 14 (7) (2021)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. CoRR (2021)
Carlo Abrate, Francesco Bonchi
Counterfactual Graphs for Explainable Classification of Brain Networks. CoRR (2021)
Corrado Monti, Giuseppe Manco, Çigdem Aslay, Francesco Bonchi
Learning Ideological Embeddings from Information Cascades. CIKM (2021)
Xiangyu Ke, Arijit Khan, Francesco Bonchi
Multi-relation Graph Summarization. CoRR (2021)
David García-Soriano, Francesco Bonchi
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints. CoRR (2021)
David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market. AIES (2021)
Corrado Monti, Giuseppe Manco, Çigdem Aslay, Francesco Bonchi
Learning Ideological Embeddings from Information Cascades. CoRR (2021)
Federico Cinus, Marco Minici, Corrado Monti, Francesco Bonchi
The Effect of People Recommenders on Echo Chambers and Polarization. CoRR (2021)
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
The evolving causal structure of equity risk factors. ICAIF (2021)
David García-Soriano, Francesco Bonchi
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints. KDD (2021)
Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Finding densest k-connected subgraphs. Discret. Appl. Math. 305 (2021)
Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
WoMG: A Library for Word-of-Mouth Cascades Generation. WSDM (2021)
Edoardo Galimberti, Martino Ciaperoni, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo
Span-core Decomposition for Temporal Networks: Algorithms and Applications. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
STruD: Truss Decomposition of Simplicial Complexes. WWW (2021)
Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Dense and well-connected subgraph detection in dual networks. CoRR (2021)
Carlo Abrate, Francesco Bonchi
Counterfactual Graphs for Explainable Classification of Brain Networks. KDD (2021)
Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi
STruD: Truss Decomposition of Simplicial Complexes. CoRR (2021)
Zitan Sun, Xin Huang, Jianliang Xu, Francesco Bonchi
Efficient Probabilistic Truss Indexing on Uncertain Graphs. WWW (2021)
Gabriele D'Acunto, Paolo Bajardi, Francesco Bonchi, Gianmarco De Francisci Morales
The Evolving Causal Structure of Equity Risk Factors. CoRR (2021)
Tom Rolandus Hagedoorn, Rohit Kumar, Francesco Bonchi
: a Tool for Explainable and Explorative Reidentification Risk Analysis. Proc. VLDB Endow. 13 (12) (2020)
Francesco Bonchi, Lorenzo Severini, Mauro Sozio
Better Fewer but Better: Community Search with Outliers. CoRR (2020)
Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Explainable Classification of Brain Networks via Contrast Subgraphs. KDD (2020)
Bora Edizel, Francesco Bonchi, Sara Hajian, André Panisson, Tamir Tassa
FaiRecSys: mitigating algorithmic bias in recommender systems. Int. J. Data Sci. Anal. 9 (2) (2020)
Ioanna Tsalouchidou, Ricardo Baeza-Yates, Francesco Bonchi, Kewen Liao, Timos Sellis
Temporal betweenness centrality in dynamic graphs. Int. J. Data Sci. Anal. 9 (3) (2020)
Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Learning Opinion Dynamics From Social Traces. CoRR (2020)
Ioanna Tsalouchidou, Francesco Bonchi, Ricardo Baeza-Yates
Adaptive Community Search in Dynamic Networks. IEEE BigData (2020)
Joan Massachs, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit. CoRR (2020)
Antonio Caliò, Andrea Tagarelli, Francesco Bonchi
Cores matter? An analysis of graph decomposition effects on influence maximization problems. WebSci (2020)
David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
Query-Efficient Correlation Clustering. WWW (2020)
Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Learning Opinion Dynamics From Social Traces. KDD (2020)
Federico Cinus, Francesco Bonchi, Corrado Monti, André Panisson
Generating Realistic Interest-Driven Information Cascades. ICWSM (2020)
Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications. ACM Trans. Knowl. Discov. Data 14 (1) (2020)
Francesco Fabbri, Francesco Bonchi, Ludovico Boratto, Carlos Castillo
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems. ICWSM (2020)
Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Finding Densest k-Connected Subgraphs. CoRR (2020)
Joan Massachs, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi
Roots of Trumpism: Homophily and Social Feedbackin Donald Trump Support on Reddit. WebSci (2020)
Francesco Bonchi, Lorenzo Severini, Mauro Sozio
Better Fewer but Better: Community Search with Outliers. WI/IAT (2020)
Mirco Nanni, Gennady L. 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, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. CoRR (2020)
Ioanna Tsalouchidou, Francesco Bonchi, Ricardo Baeza-Yates
Adaptive Community Search in Dynamic Networks. CoRR (2020)
David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
Query-Efficient Correlation Clustering. CoRR (2020)
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Finding events in temporal networks: segmentation meets densest subgraph discovery. Knowl. Inf. Syst. 62 (4) (2020)
Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Explainable Classification of Brain Networks via Contrast Subgraphs. CoRR (2020)
Francesco Bonchi, Sara Hajian, Bud Mishra, Daniele Ramazzotti
Correction to: Exposing the probabilistic causal structure of discrimination. Int. J. Data Sci. Anal. 9 (3) (2020)
David García-Soriano, Francesco Bonchi
Fair-by-design matching. Data Min. Knowl. Discov. 34 (5) (2020)
Ioanna Tsalouchidou, Francesco Bonchi, Gianmarco De Francisci Morales, Ricardo Baeza-Yates
Scalable Dynamic Graph Summarization. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Mirco Nanni, Gennady L. 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, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Trans. Data Priv. 13 (1) (2020)
Francesco Bonchi, Edoardo Galimberti, Aristides Gionis, Bruno Ordozgoiti, Giancarlo Ruffo
Discovering Polarized Communities in Signed Networks. CoRR (2019)

Francesco Bonchi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Francesco Bonchi