Methods of constructing Bayesian networks based on scoring functions

DOI10.1007/s10559-008-0021-xzbMath1158.68498OpenAlexW2085773078MaRDI QIDQ946743

P. I. Bidyuk, A. N. Terent'yev, Michael Z. Zgurovsky

Publication date: 24 September 2008

Published in: Cybernetics and Systems Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10559-008-0021-x

zbMATH Keywords

minimum description lengthBayesian networkcomputational characteristicssearch and scoring method

Mathematics Subject Classification ID

Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

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Uses Software

• BENEDICT

Cites Work

• Unnamed Item
• A Bayesian method for the induction of probabilistic networks from data
• Construction of Bayesian network structures from data: A brief survey and an efficient algorithm
• Bucket elimination: a unifying framework for processing hard and soft constraints
• Approximating discrete probability distributions with dependence trees

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