Paper-Conference

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
A Tractable Class of Model Counting Problems

Jan 1, 2015
Trading off Speed and Accuracy in Multilabel Classification

Jan 1, 2014