Papers
186 papers found
Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity
Fabio Gagliardi Cozman, Denis Deratani Mauá
Regime Aware Learning
Marcus Bendtsen
Regression Methods Applied to Flight Variables for Situational Awareness Estimation Using Dynamic Bayesian Networks
Carlos Morales, Serafín Moral
Reintroducing Credal Networks under Epistemic Irrelevance
Jasper De Bock
Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks
Cory J. Butz, André E. dos Santos, Jhonatan S. Oliveira
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach
Darı́o Ramos-López, Antonio Salmerón, Rafel Rumı́ et al.
Statistical Matching of Discrete Data by Bayesian Networks
Eva Endres, Thomas Augustin
Student Skill Models in Adaptive Testing
Martin Plajner, Jiří Vomlel
The Chordal Graph Polytope for Learning Decomposable Models
Milan Studený, James Cussens
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks
Denis Deratani Mauá, Fabio Gagliardi Cozman