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Improving Acyclic Selection Order-Based Bayesian Network Structure Learning

Jan 1, 2016

The Complexity of Plate Probabilistic Models

Jan 1, 2015

The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages

Jan 1, 2015

Specifying Probabilistic Relational Models with Description Logics

Jan 1, 2015

On the Complexity of Propositional and Relational Credal Networks

Jan 1, 2015

Initialization Heuristics for Greedy Bayesian Network Structure Learning

Jan 1, 2015

Early classification of time series by hidden Markov models with set-valued parameters

Jan 1, 2015

DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model

Jan 1, 2015

Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity

Jan 1, 2015

Bayesian Networks of Bounded Treewith: A Performance Analysis

Jan 1, 2015