485 citations · 1.2k across the 47 of their papers we have counts for
5 papers · 1 filter
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications
Edoardo Galimberti, Francesco Bonchi, Francesco Gullo +1
Multilayer networks are a powerful paradigm to model complex systems, where multiple relations occur between the same entities. Despite the keen interest in a variety of tasks, alg…
Finding events in temporal networks: Segmentation meets densest-subgraph discovery
Polina Rozenshtein, Francesco Bonchi, Aristides Gionis +2
In this paper we study the problem of discovering a timeline of events in a temporal network. We model events as dense subgraphs that occur within intervals of network activity. We…
Probabilistic Causal Analysis of Social Influence
Francesco Bonchi, Francesco Gullo, Bud Mishra +1
Mastering the dynamics of social influence requires separating, in a database of information propagation traces, the genuine causal processes from temporal correlation, i.e., homop…
Mining (maximal) span-cores from temporal networks
Edoardo Galimberti, Alain Barrat, Francesco Bonchi +2
When analyzing temporal networks, a fundamental task is the identification of dense structures (i.e., groups of vertices that exhibit a large number of links), together with their…
Fair-by-design matching
David García-Soriano, Francesco Bonchi
Matching algorithms are used routinely to match donors to recipients for solid organs transplantation, for the assignment of medical residents to hospitals, record linkage in datab…