63 citations · 87 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 63 cited
A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data
Stefano Monti, Gregory F. Cooper
In this paper we address the problem of discretization in the context of learning Bayesian networks (BNs) from data containing both continuous and discrete variables. We describe a…
cs.LG2013★ 24 cited
A Bayesian Network Classifier that Combines a Finite Mixture Model and a Naive Bayes Model
Stefano Monti, Gregory F. Cooper
In this paper we present a new Bayesian network model for classification that combines the naive-Bayes (NB) classifier and the finite-mixture (FM) classifier. The resulting classif…