Publications
Latest Out
Bounded-Abstention Pairwise Learning to Rank
Antonio Ferrara, Andrea Pugnana, Francesco Bonchi, Salvatore Ruggieri
KDD 2026
Auditing for Demographic Bias in Opaque Rankings
Antonio Ferrara, Carlo Abrate, Fabio Vitale, Francesco Bonchi
VLDB 2026
A Survey on Algorithmic Interventions in Opinion Dynamics
[PDF]
Atsushi Miyauchi, Yuko Kuroki, Federico Cinus, Stefan Neumann, Francesco Bonchi
Pre-print
A Survey on Centrality and Importance Measures in Hypergraphs
[PDF]
Jaewan Chun, Fanchen Bu, Yeongho Kim, Atsushi Miyauchi, Francesco Bonchi, Kijung Shin
Pre-print
Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits
[PDF]
Federico Cinus, Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi
ICLR 2026
Multilayer Correlation Clustering
[PDF]
Atsushi Miyauchi, Florian Adriaens, Francesco Bonchi, Nikolaj Tatti
AISTATS 2026
Books & Edited Volumes
F. Bonchi, D. Garcia-Soriano, F. Gullo
Synthesis Lectures on Data Mining. Springer, 2022.
F. Bonchi, E. Ferrari
Data Mining and Knowledge Discovery Series. Taylor & Francis LLC, 2010.
R. Baeza-Yates, F. Bonchi
KDD 2024, Barcelona, Spain. ACM, 2024.
H. Hacid, Y. Maarek, F. Bonchi, I. Guy, E. Yilmaz
WWW 2026, Dubai, United Arab Emirates. ACM, 2026.
D. Koutra, C. Plant, M. Gomez-Rodriguez, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14169. Springer, 2023.
D. Koutra, C. Plant, M. Gomez-Rodriguez, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14170. Springer, 2023.
D. Koutra, C. Plant, M. Gomez-Rodriguez, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14171. Springer, 2023.
D. Koutra, C. Plant, M. Gomez-Rodriguez, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14172. Springer, 2023.
D. Koutra, C. Plant, M. Gomez-Rodriguez, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14173. Springer, 2023.
G. De Francisci Morales, C. Perlich, N. Ruchansky, N. Kourtellis, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14174. Springer, 2023.
G. De Francisci Morales, C. Perlich, N. Ruchansky, N. Kourtellis, E. Baralis, F. Bonchi
Lecture Notes in Computer Science 14175. Springer, 2023.
L. Garcia Pueyo, A. Bhaskar, P. S. Kumar, P. Tsaparas, K. Garimella, Y. Sun, F. Bonchi
CEUR Workshop Proceedings 2890, 2021.
M. A. Wani, F. Luo, X. A. Li, D. Dou, F. Bonchi
ICMLA 2020, Miami, FL, USA. IEEE, 2020.
L. Singh, R. D. De Veaux, G. Karypis, F. Bonchi, J. Hill
DSAA 2019, Washington, DC, USA. IEEE, 2019.
A. Cuzzocrea, F. Bonchi, D. Gunopulos
CEUR Workshop Proceedings 2482, 2019.
M. Berlingerio, F. Bonchi, T. Gärtner, N. Hurley, G. Ifrim
Lecture Notes in Computer Science 11051. Springer, 2019.
M. Berlingerio, F. Bonchi, T. Gärtner, N. Hurley, G. Ifrim
Lecture Notes in Computer Science 11052. Springer, 2019.
F. Bonchi, F. J. Provost, T. Eliassi-Rad, W. Wang, C. Cattuto, R. Ghani
DSAA 2018, Turin, Italy. IEEE, 2018.
F. Bonchi, P. Dolog, D. Helic, P. Vojtás
The New Review of Hypermedia and Multimedia 24(2). Taylor & Francis, 2018.
P. Dolog, P. Vojtás, F. Bonchi, D. Helic
HT 2017, Prague, Czech Republic. ACM, 2017.
F. Bonchi, J. Domingo-Ferrer, R. Baeza-Yates, Z. Zhou, X. Wu
ICDM 2016, Barcelona, Spain. IEEE, 2016.
C. Domeniconi, F. Gullo, F. Bonchi, J. Domingo-Ferrer, R. Baeza-Yates, Z. Zhou, X. Wu
ICDM Workshops 2016, Barcelona, Spain. IEEE, 2016.
A. Bifet, M. May, B. Zadrozny, R. Gavalda, D. Pedreschi, F. Bonchi, J. S. Cardoso, M. Spiliopoulou
Lecture Notes in Computer Science 9286. Springer, 2015.
F. Bonchi, W. Buntine, R. Gavalda, S. Guo
ACM Transactions on Intelligent Systems and Technology 5(1). ACM, 2013.
J.L. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Machine Learning (ML) 81(1). Springer, 2010.
J.L. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Data Mining and Knowledge Discovery Journal 21(2). Springer, 2010.
J.L. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Lecture Notes in Computer Science 6321. Springer, 2010.
J.L. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Lecture Notes in Computer Science 6322. Springer, 2010.
J.L. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Lecture Notes in Computer Science 6323. Springer, 2010.
F. Bonchi, E. Ferrari, W. Jiang, B. Malin
Lecture Notes in Computer Science 5456. Springer, 2009.
F. Bonchi, B. Berendt, F. Giannotti, D. Gunopulos, F. Turini, C. Zaniolo, N. Ramakrishnan, X. Wu
IEEE, 2008. ISBN 978-0-7695-3503-6.
F. Bonchi, E. Ferrari, B. Malin, Y. Saygin
Lecture Notes in Computer Science 4890. Springer, 2008.
F. Bonchi, B. Malin, Y. Saygin
Data and Knowledge Engineering (DKE) 65(1). Elsevier, 2008.
F. Bonchi, J.F. Boulicaut
Lecture Notes in Computer Science 3933. Springer, 2006.
List of Publications