The max-min hill-climbing bayesian network structure learning algorithm (2006)

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by Ioannis Tsamardinos , Laura E. Brown , Constantin F. Aliferis
Venue:Machine Learning
Citations:76 - 7 self

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3 Bayesian Network Structure Learning by Recursive Autonomy Identification Raanan Yehezkel ∗ Video Analytics Group – Boaz Lerner, Constantin Aliferis
2 LEARNING THE STRUCTURE OF BAYESIAN NETWORKS WITH CONSTRAINT SATISFACTION – Andrew S. Fast - 2010
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
Mind Change Optimal Learning: . . . – Wei Luo - 2007
3 A Bayesian Local Causal Discovery Framework – Subramani Mani - 2005
93 Learning Bayesian Networks from Data: An Information-Theory Based Approach – Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu
17 A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests – Luis M. de Campos - 2006
36 Learning Probabilistic Networks – Paul J Krause - 1998
Learning Gene Network Using Bayesian Network Framework – Liu Tiefei, Liu Tiefei - 2005
4 A Recursive Method for Structural Learning of Directed Acyclic Graphs – Xianchao Xie, Zhi Geng
12 Learning Bayes net structure from sparse data sets – Kevin P. Murphy - 2001
21 Bayesian Network Analysis of Signaling Networks: A Primer – Dana Pe'er - 2005
587 Bayesian Network Classifiers – Nir Friedman, Dan Geiger, Moises Goldszmidt - 1997
1 Introduction to Learning Bayesian Networks from Data – Dirk Husmeier
7 Finding Optimal Bayesian Network Given a Super-Structure – Eric Perrier, Seiya Imoto, Satoru Miyano, Max Chickering
A Deterministic Annealing Approach to Learning Bayesian Networks – Ahmed M. Hassan, Amir F. Atiya, Ihab E. Talkhan
12 Finding optimal Bayesian networks by dynamic programming – Ajit P. Singh, Andrew W. Moore - 2005
9 Computationally efficient methods for selecting among mixtures of graphical models – B. Thiesson, C. Meek, D. M. Chickering, D. Heckerman - 1999
25 Learning mixtures of DAG models – Bo Thiesson, Christopher Meek, David Maxwell Chickering, David Heckerman - 1997