Entropy for evaluation of Dempster-Shafer belief function models

DOI10.1016/j.ijar.2022.09.009OpenAlexW4297878058MaRDI QIDQ2105570

Prakash P. Shenoy, Václav Kratochvíl, Radim Jiroušek

Publication date: 8 December 2022

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

Full work available at URL: https://doi.org/10.1016/j.ijar.2022.09.009

zbMATH Keywords

entropybelief functionscompositional models

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (3)

On conditional belief functions in directed graphical models in the Dempster-Shafer theory ⋮ On conditional belief functions in the Dempster-Shafer theory ⋮ Computing the decomposable entropy of belief-function graphical models

Uses Software

• ibelief

Cites Work

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• A Mathematical Theory of Communication
• On the relative belief transform
• Properties of measures of information in evidence and possibility theories
• Uncertainty measures for evidental reasoning. II: A new measure of total uncertainty
• I-divergence geometry of probability distributions and minimization problems
• The transferable belief model
• Conditional independence in valuation-based systems
• Local computation with valuations from a commutative semigroup
• A new definition of entropy of belief functions in the Dempster-Shafer theory
• Approximations of belief functions using compositional models
• The Dempster-Shafer calculus for statisticians
• On properties of a new decomposable entropy of Dempster-Shafer belief functions
• A short note on decomposition and composition of knowledge
• Compositional models in valuation-based systems
• Deng entropy
• On the plausibility transformation method for translating belief function models to probability models
• Likelihood-based belief function: justification and some extensions to low-quality data
• Uncertainty and Information
• MEASURES OF ENTROPY IN THE THEORY OF EVIDENCE
• Foundations of compositional model theory
• UNCERTAINTY IN THE DEMPSTER-SHAFER THEORY: A CRITICAL RE-EXAMINATION
• ENTROPY AND SPECIFICITY IN A MATHEMATICAL THEORY OF EVIDENCE
• AN UNCERTAINTY MEASURE WITH MONOTONICITY UNDER THE RANDOM SET INCLUSION
• MEASURING TOTAL UNCERTAINTY IN DEMPSTER-SHAFER THEORY: A NOVEL APPROACH
• COMPLETING A TOTAL UNCERTAINTY MEASURE IN THE DEMPSTER-SHAFER THEORY
• On Information and Sufficiency
• A Decomposable Entropy of Belief Functions in the Dempster-Shafer Theory

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