CPD Tree Learning Using Contexts as Background Knowledge

DOI10.1007/978-3-319-20807-7_32zbMath1465.68229OpenAlexW2407988957MaRDI QIDQ3451194

Philippe Leray, Gerard Ramstein

Publication date: 10 November 2015

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-20807-7_32

zbMATH Keywords

Bayesian networkcontext-specific independenceCPD tree

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Knowledge representation (68T30) Probabilistic graphical models (62H22)

Uses Software

• Tabu search

Cites Work

• Unnamed Item
• Inferring decision trees using the minimum description length principle
• Bayesian knowledge base tuning
• Building large-scale Bayesian networks

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