412 citations · 668 across the 18 of their papers we have counts for
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cs.AI2014★ 23 cited
Advances in Learning Bayesian Networks of Bounded Treewidth
Siqi Nie, Denis Deratani Maua, Cassio Polpo de Campos +1
This work presents novel algorithms for learning Bayesian network structures with bounded treewidth. Both exact and approximate methods are developed. The exact method combines mix…
cs.AI2012★ 56 cited
Strategy Selection in Influence Diagrams using Imprecise Probabilities
Cassio Polpo de Campos, Qiang Ji
This paper describes a new algorithm to solve the decision making problem in Influence Diagrams based on algorithms for credal networks. Decision nodes are associated to imprecise…