IEEE - Institute of Electrical and Electronics Engineers, Inc. - AFSSE: An Interpretable Classifier with Axiomatic Fuzzy Set and Semantic Entropy

Author(s): Xiaodong Liu ; Wenjuan Jia ; Wanquan Liu ; Witold Pedrycz
Sponsor(s): IEEE Computational Intelligence Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0034
ISSN (Paper): 1063-6706
DOI: 10.1109/TFUZZ.2019.2945239
Regular:

In this paper, a novel interpretable classifier is proposed on the basis of Axiomatic Fuzzy Set (AFS) theory and semantic entropy. AFS theory provides a unified and coherent way to deal with... View More

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