IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deviation-Sparse Fuzzy C-Means with Neighbor Information Constraint

Author(s): Yuxuan Zhang ; Xiangzhi Bai ; Ruirui Fan ; Zihan Wang
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.2018.2883033
Regular:

This paper introduces sparsity in the traditional fuzzy clustering framework, and presents two novel clustering methods. The first one is called deviation-sparse fuzzy c-means (DSFCM). When... View More

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