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Publications

Scalable dynamic graph summarization

I. Tsalouchidou, F. Bonchi, G. De Francisci Morales, R. Baeza-Yates
IEEE Transactions on Knowledge and Data Engineering 32 (2020)

Recommending Links to Maximize the Influence in Social Networks

F. Corò, G. D'Angelo, Y. Velaj
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) (2019)

Discovering Polarized Communities in Signed Networks

F. Bonchi, E. Galimberti, A. Gionis, B. Ordozgoiti, G. Ruffo
CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management (2019)

Recommending Links to Control Elections via Social Influence

F. Corò, G. D'Angelo, Y. Velaj
Algorithms 12(10), 207 (2019)

Coverage Centrality Maximization in Undirected Networks

G. D' Angelo, M. Olsen, L. Severini
Proceedings of the AAAI Conference on Artificial Intelligence 33 (2019)

Distance-generalized Core Decomposition

SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

The Responsibility Challenge for Data

H. Jagadish, F. Bonchi, T. Eliassi-Rad, L. Getoor, K. Gummadi, J. Stoyanovich
SIGMOD '19 Proceedings of the 2019 International Conference on Management of Data (2019)

Temporal betweenness centrality in dynamic graphs

I. Tsalouchidou, R. Baeza-Yates, F. Bonchi, K. Liao, T. Sellis
International Journal of Data Science and Analytics (2019)

Correction to: Exposing the probabilistic causal structure of discrimination

F. Bonchi, S. Hajian, B. Mishra, D. Ramazzotti
International Journal of Data Science and Analytics 3 / 1 (2019)

Distance-Based Community Search (Invited Talk Extended Abstract)

In Proceedings of International Conference on Current Trends in Theory and Practice of Informatics (SOFSEM 2019) Lecture Notes in Computer Science, 11376 (2019)

FaiRecSys: mitigating algorithmic bias in recommender systems

B. Edizel, F. Bonchi, S. Hajian, A. Panisson, T. Tassa
International Journal of Data Science and Analytics (2019)

Summarizing Graphs at Multiple Scales: New Trends

D. Koutra, J. Vreeken, F. Bonchi
IEEE International Conference on Data Mining (ICDM) 1097-1097 (2018)

Finding events in temporal networks: Segmentation meets densest-subgraph discovery

P. Rozenshtein, F. Bonchi, A. Gionis, M. Sozio, N. Tatti
2018 IEEE International Conference on Data Mining (ICDM) 397-406 (2018)

Probabilistic Causal Analysis of Social Influence

F. Bonchi, F. Gullo, B. Mishra, D. Ramazzotti
CIKM '18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management (2018)

Mining (maximal) span-cores from temporal networks

E. Galimberti, C. Cattuto, A. Barrat, F. Gullo, F. Bonchi
CIKM2018 (2018)

Improving the Betweenness Centrality of a Node by Adding Links

E. Bergamini, P. Crescenzi, G. D' Angelo, H. Meyerhenke, L. Severini, Y. Velaj
Journal of Experimental Algorithmics 23/2 (2018)

Invited papers from the ACM conference on hypertext and social media

F. Bonchi, P. Dolog, D. Helic, P. Vojtas
New Review of Hypermedia and Multimedia 24/2 (2018)

Recommending links through influence maximization

G. D' Angelo, L. Severini, Y. Velaj
Theoretical Computer Science (2018)

Uncertain Graph Sparsification

P. Parchas, N. Papailiou, D. Papadias, F. Bonchi
IEEE Transactions on Knowledge and Data Engineering (2018)

Conditional Reliability in Uncertain Graphs

A. Khan, F. Bonchi, F. Gullo, A. Nufer
IEEE Transactions on Knowledge and Data Engineering (2018)

Influence Maximization in Online Social Networks

C. Aslay, L. V. Lakshmanan, W. Lu, X. Xiao
WSDM '18 Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining (2018)

Selecting Nodes and Buying Links to Maximize the Information Diffusion in a Network

G. D' Angelo, L. Severini, Y. Velaj
42nd International Symposium on Mathematical Foundations of Computer Science (MFCS 2017) (2017)

Revenue Maximization in Incentivized Social Advertising

C. Aslay, F. Bonchi, L. V. Lakshmanan, W. Lu
Proceedings of the 43rd International Conference on Very Large Databases (VLDB) (2017)

Querying Intimate-Core Groups in Weighted Graphs

D. Zheng, J. Liu,, R. Li, C. Aslay, Y. Chen, H. Xin
IEEE 11th International Conference on Semantic Computing (ICSC) 2017 (2017)

Secure Centrality Computation Over Multiple Networks

G. Asharov, F. Bonchi, D. Garcia-Soriano, T. Tassa
Proceeding WWW '17 Proceedings of the 26th International Conference on World Wide Web (2017)

Efficient Methods for Influence-Based Network-Oblivious Community Detection

N. Barbieri, F. Bonchi
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)

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery

F. Bonchi, I. Bordino, F. Gullo, G. Stilo
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2016) CIEEE October 13-16, 2016, Omaha, Nebraska, USA. (2016)

Algorithmic bias: from discrimination discovery to fairness-aware data mining

S. Hajian, F. Bonchi, C. Castillo
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)

Streaming Tensor Summarization

I. Tsalouchidou, G. De Francisci Morales, F. Bonchi, R. Baeza-Yates
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

Proceedings of the 2016 ACM SIGMOD Conference (SIGMOD 2016) CACM June 26 - July 1, 2016, San Francisco, CA, USA. (2016)

Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms

Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada. (2016)

Individual privacy in social influence networks

S. Hajian, T. Tassa, F. Bonchi
Social Network Analysis and Mining 6:2 (2016)