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Random Fuzzy Sets: Theory and Application to Machine Learning

Tutorial at FUZZ-IEEE 2023, Songdo Incheon, Korea, August 13, 2023

Instructor: Thierry Denoeux

Slides

Slides (draft)

Related papers

Thierry Denoeux. Reasoning with fuzzy and uncertain evidence using epistemic random fuzzy sets: general framework and practical models. Fuzzy Sets and Systems, Vol. 453, Pages 1-36, 2023. pdf
T. Denoeux. Belief functions induced by random fuzzy sets: A general framework for representing uncertain and fuzzy evidence. Fuzzy Sets and Systems, Vol. 424, pages 63-91, 2021. pdf
T. Denoeux. Parametric families of continuous belief functions based on generalized Gaussian random fuzzy numbers. Preprint hal-04060251, 2023.

R package

evreg 1.0.2 on CRAN