GitHub - HandsomeWeiC/AWFKM_ICASSP2021: This is a Matlab code for fuzzy k-means method via auto-weighted feature mechnism.

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This is a Matlab code for fuzzy k-means method via auto-weighted feature mechnism.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
funs		funs
64cluster_N10.mat		64cluster_N10.mat
readme.txt		readme.txt
test_AWFKM_v4.m		test_AWFKM_v4.m

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This code is written by Matlab for the paper ADAPTIVE FEATURE WEIGHT LEARNING FOR ROBUST CLUSTERING PROBLEM WITH SPARSE CONSTRAINT

The demo shows the experimental test on 12-dimensional 64cluster dataset. The former two features is useful and the rest are added by Gaussian noise.

The demo code can be seen in test_AWFKM_v4.m and the concrete code for the proposed algorithm can be seen in the file funs.