Sciweavers

3 search results - page 1 / 1
» Enumerating Markov Equivalence Classes of Acyclic Digraph Mo...
Sort
View
74
Voted
UAI
2001
14 years 11 months ago
Enumerating Markov Equivalence Classes of Acyclic Digraph Models
Steven B. Gillispie, Michael D. Perlman
AI
2002
Springer
14 years 10 months ago
The size distribution for Markov equivalence classes of acyclic digraph models
Bayesian networks, equivalently graphical Markov models determined by acyclic digraphs or ADGs (also called directed acyclic graphs or dags), have proved to be both effective and ...
Steven B. Gillispie, Michael D. Perlman
PKDD
2009
Springer
196views Data Mining» more  PKDD 2009»
15 years 4 months ago
Causality Discovery with Additive Disturbances: An Information-Theoretical Perspective
We consider causally sufficient acyclic causal models in which the relationship among the variables is nonlinear while disturbances have linear effects, and show that three princi...
Kun Zhang, Aapo Hyvärinen