|
5667
|
Probabilistic reasoning in intelligent systems
– Judea Pearl
- 1988
|
|
877
|
A Bayesian method for the induction of probabilistic networks from data
– Gregory F. Cooper, Tom Dietterich
- 1992
|
|
384
|
Causation, prediction and search
– P Spirtes, C Glymour, R Scheines
- 1993
|
|
752
|
Learning Bayesian networks: The combination of knowledge and statistical data
– David Heckerman, David M. Chickering
- 1995
|
|
178
|
Bayesian analysis in expert systems
– D J Spiegelhalter, A P Dawid, S L Lauritzen, R G Cowell
- 1993
|
|
179
|
Equivalence and synthesis of causal models
– T S Verma, J Pearl
|
|
215
|
Model selection and accounting for model uncertainty in graphical models using Occam's window
– David Madigan, Adrian E. Raftery
- 1993
|
|
177
|
Sequential updating of conditional probabilities on directed graphical structures
– D J Spiegelhalter, S L Lauritzen
- 1990
|
|
153
|
Theory Refinement on Bayesian Networks
– Wray Buntine
- 1991
|
|
6234
|
Maximum likelihood from incomplete data via the EM algorithm
– A. P. Dempster, N. M. Laird, D. B. Rubin
- 1977
|
|
61
|
Discovering Causal Structure
– C Glymour, R Scheines, P Spirtes, K Kelly
- 1987
|
|
201
|
The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks
– I Beinlich, G Suermondt, R Chavez, G Cooper
- 1989
|
|
73
|
A Transformational Characterization of Equivalent Bayesian Network Structures
– David Maxwell Chickering
- 1995
|
|
486
|
Approximating discrete probability distributions with dependence trees
– C. I<. Chow, Sexior Member, C. N. Liu
- 1968
|
|
120
|
Learning Bayesian Networks is NP-Complete
– David Maxwell Chickering
- 1996
|
|
31
|
Using Causal Information and Local Measures to Learn Bayesian Networks
– Wai Lam, Fahiem Bacchus
- 1993
|
|
7
|
Bayesian Methods for the Analysis of Misclassied and Incomplete Multivariate Discrete Data
– J C York
- 1992
|
|
131
|
Causal Diagrams For Empirical Research
– Judea Pearl
|
|
1081
|
Local Computations with Probabilities on graphical structures and their applications to expert systems (with discussion
– S L Lauritzen, D J Spiegelhalter
|
