IJAR
2016
8 years 5 months ago
2016
Marginal AMP chain graphs are a recently introduced family of models that is based on graphs that may have undirected, directed and bidirected edges. They unify and generalize the ...
IJAR
2016
8 years 5 months ago
2016
This work proposes an extended version of the well-known tree-augmented naive Bayes (TAN) classifier where the structure learning step is performed without requiring features to ...
IJAR
2016
8 years 5 months ago
2016
The Logic of Approximate Entailment (LAE) is a graded counterpart of classical propositional calculus, where conclusions can be drawn that are only approximately correct. This is ...
IJAR
2016
8 years 5 months ago
2016
Gated Bayesian networks (GBNs) are a recently introduced extension of Bayesian networks that aims to model dynamical systems consisting of several distinct phases. In this paper, w...
IJAR
2016
8 years 5 months ago
2016
In this article we study the expressiveness of the different chain graph interpretations. Chain graphs is a class of probabilistic graphical models that can contain two types of ...