Learning hybrid Bayesian networks from data (1998)

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by Stefano Monti , Gregory F. Cooper
Citations:11 - 1 self

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6 Learning Bayesian belief networks with neural network estimators – Stefano Monti, Gregory F. Cooper - 1997
564 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
unknown title – Learning Bayesian
849 A tutorial on learning with Bayesian networks – David Heckerman - 1995
587 Bayesian Network Classifiers – Nir Friedman, Dan Geiger, Moises Goldszmidt - 1997
79 A Bayesian Approach to Causal Discovery – David Heckerman, Christopher Meek, Gregory Cooper - 1997
178 Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables – David Maxwell Chickering, David Heckerman - 1997
15 Searching for Bayesian Network Structures in the Space of Restricted Acyclic Aprtially Directed Graphs – Silva Acid, Luis M. de Campos - 2003
15 Collective Mining of Bayesian Networks from Distributed Heterogeneous Data – R. Chen, K. Sivakumar, H. Kargupta - 2002
17 A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests – Luis M. de Campos - 2006
3 On the Accuracy of Stochastic Complexity Approximations – Petri Kontkanen, Petri Myllymaki, Tomi Sil, Henry Tirri
3 Towards an inclusion driven learning of Bayesian Networks – Robert Castelo, Tomas Kocka - 2002
172 A Guide to the Literature on Learning Probabilistic Networks From Data – Wray Buntine - 1996
Aspects of the Interface between STatistics and . . . – Matt Whiley - 1999
7 A Bayesian network classification methodology for gene expression data – Paul Helman, Robert Veroff, Susan R. Atlas, Cheryl Willman - 2004
10 Comparing Bayesian Model Class Selection Criteria by Discrete Finite Mixtures – Petri T. Kontkanen, Petri J. Myllymäki, Henry R. Tirri - 1996
9 Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains – Helge Langseth, Thomas D. Nielsen, Richard Dybowski - 2003
3 Fast Factored Density Estimation and Compression with Bayesian Networks – Scott Davies, John Lafferty - 2002
12 Learning Bayes net structure from sparse data sets – Kevin P. Murphy - 2001