Active Learning of Causal Bayes Net Structure (2001)

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by Kevin P. Murphy
Citations:37 - 2 self

Active Bibliography

564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
12 Learning Bayes net structure from sparse data sets – Kevin P. Murphy - 2001
unknown title – Learning Bayesian
849 A tutorial on learning with Bayesian networks – David Heckerman - 1995
2 Bayesian Networks for Genomic Analysis – Paola Sebastiani, Maria M. Abad, Marco F. Ramoni - 2004
172 A Guide to the Literature on Learning Probabilistic Networks From Data – Wray Buntine - 1996
92 A characterization of Markov equivalence classes for acyclic digraphs – Steen A. Andersson, David Madigan, Michael D. Perlman - 1995
79 A Bayesian Approach to Causal Discovery – David Heckerman, Christopher Meek, Gregory Cooper - 1997
16 Reconstruction of gene networks using Bayesian learning and manipulation experiments – Iosifina Pournara, Lorenz Wernisch - 2004
731 Using Bayesian networks to analyze expression data – Nir Friedman, Michal Linial, Iftach Nachman - 2000
17 Model averaging for prediction with discrete Bayesian networks – Denver Dash, Gregory F. Cooper, David Madigan - 1177
Model Averaging with BN Classifiers Model Averaging with Discrete Bayesian Network Classi ers – Denver Dash, Gregory F. Cooper
7 The Size Distribution for Markov Equivalence Classes of Acyclic Digraph Models – Steven B. Gillispie, Michael D. Perlman - 2001
38 Bayesian Model Averaging And Model Selection For Markov Equivalence Classes Of Acyclic Digraphs – David Madigan, Steen Andersson, Michael Perlman, Chris Volinsky - 1996
36 Learning Probabilistic Networks – Paul J Krause - 1998
3 Identification of recurrent neural networks by Bayesian interrogation techniques – Barnabás Póczos, András Lőrincz, Zoubin Ghahramani - 2009
24 Exact bayesian structure learning from uncertain interventions – Daniel Eaton - 2007
13 Bayesian structure learning using dynamic programming and MCMC – Daniel Eaton
3 Knowledge and Data Fusion in Probabilistic Networks – Kathryn Blackmond Laskey, Suzanne M. Mahoney, Richard Dybowski - 2003