212 citations · 850 across the 18 of their papers we have counts for
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cs.AI2019★ 31 cited
An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belief Functions
Thierry Denoeux, Prakash P. Shenoy
The main goal of this paper is to describe an axiomatic utility theory for Dempster-Shafer belief function lotteries. The axiomatic framework used is analogous to von Neumann-Morge…
cs.LG2019★ 21 cited
Calibrated model-based evidential clustering using bootstrapping
Thierry Denoeux
Evidential clustering is an approach to clustering in which cluster-membership uncertainty is represented by a collection of Dempster-Shafer mass functions forming an evidential pa…