Bayesian Networks for Lossless Dataset Compression (1999)

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by Scott Davies , Andrew Moore
Venue:IN CONFERENCE ON KNOWLEDGE DISCOVERY IN DATABASES (KDD
Citations:7 - 2 self

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3 Fast Factored Density Estimation and Compression with Bayesian Networks – Scott Davies, Tom Mitchell, Nir Friedman
607 Bayesian Network Classifiers – Nir Friedman, Dan Geiger, Moises Goldszmidt - 1997
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753 Using Bayesian networks to analyze expression data – Nir Friedman, Michal Linial, Iftach Nachman - 2000
520 Learning probabilistic relational models – Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer - 1999
1095 A Bayesian method for the induction of probabilistic networks from data – Gregory F. Cooper, Tom Dietterich - 1992
579 Dynamic Bayesian Networks: Representation, Inference and Learning – Kevin Patrick Murphy - 2002
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924 Learning Bayesian networks: The combination of knowledge and statistical data – David Heckerman, David M. Chickering - 1995