Priors on network structures. Biasing the search for Bayesian networks

International Journal of Approximate Reasoning

Volumn 24, Issue 1, 2000, Pages 39-57

  Castelo, Robert ^a   Siebes, Arno ^a  

^a CWI   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DATABASE SYSTEMS; MATHEMATICAL MODELS;

BAYESIAN NETWORKS;

KNOWLEDGE BASED SYSTEMS;

EID: 0034174324     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(99)00041-9     Document Type: Article

References (9)

1. Theory refinement on Bayesian networks
2. Bayesian networks in a data mining tool
3. A Bayesian method for the induction of probabilistic networks from data
4. Learning Bayesian networks: The combination of knowledge and statistical data
5. Eliciting prior information to enhance the predictive performance of Bayesian graphical models
6. Model selection and accounting for model uncertainty in graphical models using Occam's window
7. Counting labeled acyclic digraphs