29 citations · 47 across the 3 of their papers we have counts for
3 papers
A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks
Federica Parisi, Tiziano Squartini, Diego Garlaschelli
Due to the interconnectedness of financial entities, estimating certain key properties of a complex financial system (e.g. the implied level of systemic risk) requires detailed inf…
Maximum entropy approach to link prediction in bipartite networks
M. Baltakiene, K. Baltakys, D. Cardamone +5
Within network analysis, the analytical maximum entropy framework has been very successful for different tasks as network reconstruction and filtering. In a recent paper, the same…
Entropy-based approach to missing-links prediction
Federica Parisi, Guido Caldarelli, Tiziano Squartini
Link-prediction is an active research field within network theory, aiming at uncovering missing connections or predicting the emergence of future relationships from the observed ne…