93

Learning Bayesian Networks from Data: An InformationTheory Based Approach
– Jie Cheng, Russell Greiner, Jonathan Kelly, David Bell, Weiru Liu

172

A Guide to the Literature on Learning Probabilistic Networks From Data
– Wray Buntine
 1996

37

Improved learning of Bayesian networks
– Robert Castelo, Craig Boutilier
 2001

12

The TETRAD Project: Constraint Based Aids to Causal Model Specification
– Richard Scheines , Peter Spirtes, Clark Glymour, Christopher Meek, Thomas Richardson

3

Towards an inclusion driven learning of Bayesian Networks
– Robert Castelo, Tomas Kocka
 2002

17

A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests
– Luis M. de Campos
 2006

2

LEARNING THE STRUCTURE OF BAYESIAN NETWORKS WITH CONSTRAINT SATISFACTION
– Andrew S. Fast
 2010

44

Graphs, Causality, And Structural Equation Models
– Judea Pearl
 1998

79

A Bayesian Approach to Causal Discovery
– David Heckerman, Christopher Meek, Gregory Cooper
 1997

29

Using Path Diagrams as a Structural Equation Modelling Tool
– Peter Spirtes, Thomas Richardson, Chris Meek, Richard Scheines, Clark Glymour
 1997

4

A Parallel Learning Algorithm for Bayesian Inference Networks
– Wai Lam, Alberto Maria Segre

76

The maxmin hillclimbing bayesian network structure learning algorithm
– Ioannis Tsamardinos, Laura E. Brown, Constantin F. Aliferis
 2006

10

Causal Inference
– Peter Spirtes, Richard Scheines, Clark Glymour, Thomas Richardson, Christopher Meek


unknown title
– Learning Bayesian

849

A tutorial on learning with Bayesian networks
– David Heckerman
 1995

913

Learning Bayesian networks: The combination of knowledge and statistical data
– David Heckerman, David M. Chickering
 1995

19

Learning Causal Networks from Data: A survey and a new algorithm for recovering possibilistic causal networks
– Ramon Sangüesa, Ulises Cortés
 1997

3

A Bayesian Local Causal Discovery Framework
– Subramani Mani
 2005

27

A new approach for learning belief networks using independence criteria
– Luis M. De Campos, Juan F. Huete
 2000
