Learning Probabilistic Networks (1998)

by Paul J Krause
Venue:THE KNOWLEDGE ENGINEERING REVIEW
Citations:36 - 1 self

Documents Related by Co-Citation

7069 Probabilistic Reasoning in Intelligent Systems – J Pearl - 1988
913 Learning Bayesian networks: The combination of knowledge and statistical data – David Heckerman, David M. Chickering - 1995
849 A tutorial on learning with Bayesian networks – David Heckerman - 1995
172 A Guide to the Literature on Learning Probabilistic Networks From Data – Wray Buntine - 1996
1295 Local computations with probabilities on graphical structures and their application to expert systems – S L Lauritzen, D J Spiegelhalter - 1988
900 An Introduction to Bayesian Networks – F V Jensen - 1996
1081 A Bayesian method for the induction of probabilistic networks from data – Gregory F. Cooper, Tom Dietterich - 1992
645 Approximating discrete probability distributions with dependence trees – C. I<. Chow, Sexior Member, C. N. Liu - 1968
217 Learning the structure of dynamic probabilistic networks – Nir Friedman, Kevin Murphy, Stuart Russell - 1998
220 The Bayesian Structural EM Algorithm – Nir Friedman - 1998
731 Using Bayesian networks to analyze expression data – Nir Friedman, Michal Linial, Iftach Nachman - 2000
827 Reversible jump Markov chain Monte Carlo computation and Bayesian model determination – Peter J. Green - 1995
299 A Tutorial on Learning Bayesian Networks – David Heckerman - 1995
8058 Maximum likelihood from incomplete data via the EM algorithm – A. P. Dempster, N. M. Laird, D. B. Rubin - 1977
188 Learning Bayesian belief networks: An approach based on the MDL principle – Wai Lam, Fahiem Bacchus - 1994
238 Learning Bayesian Networks With Local Structure – Nir Friedman, Moises Goldszmidt - 1996
220 Equivalence and synthesis of causal models – T Verma, J Pearl - 1990
443 Graphical Models in Applied Multivariate Statistics. Chichester: Wiley from preliminary material Time series and longitudinal data analysis – J Whittaker - 1990
12 A critique of software defect prediction research – N E Fenton, M Neil - 1999