A correlation coefficient for belief functions

DOI10.1016/j.ijar.2018.09.001zbMath1448.68419arXiv1612.05497OpenAlexW2584983011MaRDI QIDQ1726277

Wen Jiang

Publication date: 20 February 2019

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

Full work available at URL: https://arxiv.org/abs/1612.05497

zbMATH Keywords

similaritycorrelation coefficientconflictbelief functionconflict managementDempster-Shafer evidence theory

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Reasoning under uncertainty in the context of artificial intelligence (68T37)

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• Decomposition of conflict as a distribution on hypotheses in the framework on belief functions
• Analyzing the degree of conflict among belief functions
• QUANTIFICATION OF CONFLICT IN DEMPSTER-SHAFER FRAMEWORK: A NEW APPROACH
• Geometric views on conflicting mass functions: from distances to angles

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