Inner product space and concept classes induced by Bayesian networks

DOI10.1007/s10440-008-9301-8zbMath1167.62026OpenAlexW2063813573MaRDI QIDQ1027798

Yan Wu, Youlong Yang

Publication date: 30 June 2009

Published in: Acta Applicandae Mathematicae (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10440-008-9301-8

zbMATH Keywords

Bayesian networksVC dimensioninner product spaceconcept classes

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of graph theory (05C90) Vector spaces, linear dependence, rank, lineability (15A03)

Related Items (2)

VE dimension induced by Bayesian networks over the Boolean domain ⋮ On the properties of concept classes induced by multivalued Bayesian networks

Cites Work

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• Recognition of degraded characters using dynamic Bayesian networks
• VC dimension and inner product space induced by Bayesian networks
• Data mining based Bayesian networks for best classification
• Algebraic geometry of Gaussian Bayesian networks
• Algebraic geometry of Bayesian networks
• Operations for inference in continuous Bayesian networks with linear deterministic variables
• Asymptotic Properties of the Fisher Kernel

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