212 citations · 850 across the 18 of their papers we have counts for
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cs.AI2018★ 212 cited
Decision-Making with Belief Functions: a Review
Thierry Denoeux
Approaches to decision-making under uncertainty in the belief function framework are reviewed. Most methods are shown to blend criteria for decision under ignorance with the maximu…
cs.LG2018★ 145 cited
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective
Thierry Denoeux
We revisit logistic regression and its nonlinear extensions, including multilayer feedforward neural networks, by showing that these classifiers can be viewed as converting input o…