most citedDiscovering Causal Relations and Equations from Data

1 citations · 2 across the 6 of their papers we have counts for

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stat.AP2024

Robust learning of staged tree models: A case study in evaluating transport services

Manuele Leonelli, Gherardo Varando

Staged trees are a relatively recent class of probabilistic graphical models that extend Bayesian networks to formally and graphically account for non-symmetric patterns of depende…

stat.AP2023

Using Staged Tree Models for Health Data: Investigating Invasive Fungal Infections by Aspergillus and Other Filamentous Fungi

Maria Teresa Filigheddu, Manuele Leonelli, Gherardo Varando +4

Machine learning models are increasingly used in the medical domain to study the association between risk factors and diseases to support practitioners in predicting health outcome…