An alternative characterization of a Bayesian network.

DOI10.1016/S0888-613X(03)00020-3zbMath1059.68137MaRDI QIDQ1427933

S. K. M. Wong, Tao Lin

Publication date: 14 March 2004

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

zbMATH Keywords

Bayesian networksAcyclic hypergraphsDirected acyclic graphsHierarchical conditional independencies

Mathematics Subject Classification ID

Graph theory (including graph drawing) in computer science (68R10) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Cites Work

• Learning Bayesian networks: The combination of knowledge and statistical data
• A probabilistic framework for cooperative multi-agent distributed interpretation and optimization of communication
• On the Desirability of Acyclic Database Schemes
• On the Equivalence of Database Models
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