165 citations · 192 across the 4 of their papers we have counts for
4 papers
Combining complex networks and data mining: why and how
M. Zanin, D. Papo, P. A. Sousa +4
The increasing power of computer technology does not dispense with the need to extract meaningful in- formation out of data sets of ever growing size, and indeed typically exacerba…
Probabilistic Constraint Programming for Parameters Optimisation of Generative Models
Massimiliano Zanin, Marco Correia, Pedro A. C. Sousa +1
Complex networks theory has commonly been used for modelling and understanding the interactions taking place between the elements composing complex systems. More recently, the use…
Information content: assessing meso-scale structures in complex networks
Massimiliano Zanin, Pedro A. Sousa, Ernestina Menasalvas
We propose a novel measure to assess the presence of meso-scale structures in complex networks. This measure is based on the identification of regular patterns in the adjacency mat…
Parenclitic networks: a multilayer description of heterogeneous and static data-sets
Massimiliano Zanin, Joaquín Medina Alcazar, Jesus Vicente Carbajosa +5
Describing a complex system is in many ways a problem akin to identifying an object, in that it involves defining boundaries, constituent parts and their relationships by the use o…