|
877
|
A Bayesian method for the induction of probabilistic networks from data
– Gregory F. Cooper, Tom Dietterich
- 1992
|
|
5667
|
Probabilistic reasoning in intelligent systems
– Judea Pearl
- 1988
|
|
752
|
Learning Bayesian networks: The combination of knowledge and statistical data
– David Heckerman, David M. Chickering
- 1995
|
|
175
|
A Theory Of Inferred Causation
– Judea Pearl, T.S. Verma
- 1991
|
|
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
|
|
178
|
Bayesian analysis in expert systems
– D J Spiegelhalter, A P Dawid, S L Lauritzen, R G Cowell
- 1993
|
|
28
|
A construction of bayesian networks from databases based on an MDL principle
– Joe Suzuki
- 1993
|
|
486
|
Approximating discrete probability distributions with dependence trees
– C. I<. Chow, Sexior Member, C. N. Liu
- 1968
|
|
179
|
Equivalence and synthesis of causal models
– T S Verma, J Pearl
|
|
177
|
Sequential updating of conditional probabilities on directed graphical structures
– D J Spiegelhalter, S L Lauritzen
- 1990
|
|
164
|
Learning Bayesian belief networks: An approach based on the MDL principle
– Wai Lam, Fahiem Bacchus
- 1994
|
|
37
|
Constructor: A system for the induction of probabilistic models
– R M Fung, S L Crawford
- 1990
|
|
70
|
Construction of Bayesian Network Structures From Data: A Brief Survey and an Efficient Algorithm
– Moninder Singh , Marco Valtorta
- 1995
|
|
70
|
An algorithm for fast recovery of sparse causal graphs
– P Spirtes, C Glymour
- 1991
|
|
42
|
The recovery of causal poly-trees from statistical data
– G Rebane, J Pearl
- 1989
|
|
215
|
Model selection and accounting for model uncertainty in graphical models using Occam's window
– David Madigan, Adrian E. Raftery
- 1993
|
|
153
|
Theory Refinement on Bayesian Networks
– Wray Buntine
- 1991
|
|
496
|
The computational complexity of probabilistic inference using bayesian belief networks
– Gregory F Cooper
- 1990
|
|
1081
|
Local Computations with Probabilities on graphical structures and their applications to expert systems (with discussion
– S L Lauritzen, D J Spiegelhalter
|