Analysis of Markov Boundary Induction in Bayesian Networks: A New View From Matroid Theory

DOI10.3233/FI-2011-409zbMath1242.68221OpenAlexW1634338072MaRDI QIDQ2895772

Dingcheng Feng, Feng Chen, Xu, Wenli

Publication date: 4 July 2012

Published in: Fundamenta Informaticae (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3233/fi-2011-409

zbMATH Keywords

matroidconditional independenceMarkov boundarygreedy learning algorithm

Mathematics Subject Classification ID

Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05) Combinatorial aspects of matroids and geometric lattices (05B35)

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