Conditional independence and natural conditional functions

DOI10.1016/0888-613X(94)00014-TzbMath0820.68119MaRDI QIDQ1344261

Milan Studený

Publication date: 9 February 1995

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

zbMATH Keywords

conditional independenceaxiomatic characterization

Mathematics Subject Classification ID

Knowledge representation (68T30)

Related Items (3)

Compatibility, desirability, and the running intersection property ⋮ Exploiting independencies to compute semigraphoid and graphoid structures ⋮ Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Invariance properties of the conditional independence relation
• Stochastic independence, causal independence, and shieldability
• Axioms and algorithms for inferences involving probabilistic independence
• Graphoids and natural conditional functions
• Comment on A unique formal system for binary decompositions of database relations, probability distributions, and graphs
• I-divergence geometry of probability distributions and minimization problems
• Logical and algorithmic properties of conditional independence and graphical models
• Conditional independence in valuation-based systems
• Stochastic independence, algebraic independence and abstract connectedness
• Logical and algorithmic properties of independence and their application to Bayesian networks
• On Spohn's rule for revision of beliefs
• Subset Dependencies and a Completeness Result for a Subclass of Embedded Multivalued Dependencies
• Verteilungsfunktionen mit gegebenen Marginalverteilungen

This page was built for publication: Conditional independence and natural conditional functions