Characterization of inclusion neighbourhood in terms of the essential graph

Probabilistic reasoning in intelligent systems: networks of plausible inference

Probabilistic reasoning in intelligent systems: networks of plausible inference

Bayesian Networks and Decision Graphs

Bayesian Networks and Decision Graphs

Equivalence and synthesis of causal models

UAI '90 Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence

Improved learning of Bayesian networks

UAI '01 Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence

Optimal structure identification with greedy search

The Journal of Machine Learning Research

Characterization of essential graphs by means of the operation of legal merging of components

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - New trends in probabilistic graphical models

Probabilistic Conditional Independence Structures: With 42 Illustrations (Information Science and Statistics)

Probabilistic Conditional Independence Structures: With 42 Illustrations (Information Science and Statistics)

On the construction of the inclusion boundary neighbourhood for markov equivalence classes of bayesian network structures

UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence

Causal inference and causal explanation with background knowledge

UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence