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

Cached

Download Links

by Ioannis Tsamardinos , Laura E. Brown , Constantin F. Aliferis
Venue:Machine Learning
Citations:39 - 3 self

Documents Related by Co-Citation

752 Learning Bayesian networks: The combination of knowledge and statistical data – David Heckerman, David M. Chickering - 1995
118 Optimal Structure Identification with Greedy Search – David Maxwell Chickering, Craig Boutilier - 2002
848 a . The melanocyte model – M ALA W ISTA, S - 1971
98 Learning Bayesian Networks is NP-Hard – David Chickering, Dan Geiger, David Heckerman - 1994
141 Learning Bayesian network structure from massive datasets: The “sparse candidate” algorithm – Nir Friedman - 1999
5667 Probabilistic reasoning in intelligent systems – Judea Pearl - 1988
34 Exact Bayesian structure discovery in Bayesian networks – Mikko Koivisto - 2004
156 Being Bayesian about network structure – Nir Friedman - 2000
67 Learning Bayesian Networks from Data: An Information-Theory Based Approach – Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu
877 A Bayesian method for the induction of probabilistic networks from data – Gregory F. Cooper, Tom Dietterich - 1992
34 Counting labeled acyclic digraphs, in: F – R W Robinson - 1973
766 Causality: Models, Reasoning, and Inference – J Pearl
164 Learning Bayesian Networks – R E Neapolitan - 2003
60 Learning Bayesian Networks by Genetic Algorithms. A case study in the prediction of survival in malignant skin melanoma – P. Larranaga, B. Sierra, M. J. Gallego, M. J. Michelena, J. M. Picaza - 1997
486 Approximating discrete probability distributions with dependence trees – C. I<. Chow, Sexior Member, C. N. Liu - 1968
384 Causation, prediction and search – P Spirtes, C Glymour, R Scheines - 1993
3 Bounding the false discovery rate in local bayesian Controlling FDR – Ioannis Tsamardinos, Laura E. Brown - 2008
31 Estimating high-dimensional directed acyclic graphs with the pc-algorithm – Markus Kalisch, Peter Bühlmann, Maxwell Chickering - 2005
31 Ordering-based search: A simple and effective algorithm for learning Bayesian networks – Marc Teyssier - 2005