MKFCM
所属分类:matlab编程
开发工具:matlab
文件大小:8KB
下载次数:12
上传日期:2018-10-10 07:08:22
上 传 者:
PeymanAz
说明: Multiple Kernel Fuzzy Clustering
文件列表:
code\compute_kvalue.m (337, 2012-09-11)
code\dataset\data.txt (6567, 2012-09-26)
code\dataset\label.txt (480, 2012-09-11)
code\data_normalize.m (381, 2012-09-11)
code\example_mkfc.m (1670, 2012-09-26)
code\FCM.m (1563, 2012-09-26)
code\initfcm.m (698, 2012-09-11)
code\KFC.m (1094, 2012-09-26)
code\MKFC.m (1736, 2012-09-26)
code\nmi.m (1750, 2012-09-11)
code\dataset (0, 2012-09-28)
code (0, 2012-09-28)
Paper
"Multiple Kernel Fuzzy Clustering"
Hsin-Chien Huang, Yung-Yu Chuang, Chu-Song Chen,
IEEE Transactions on Fuzzy Systems (TFS), Vol. 20, No. 1, pp. 120-134, February 2012.
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Code
example_mkfc.m: example code showing the usage of comparing the proposed method (MKFC)
to k-means (Kmean), fuzzy c-means (FCM), and single-kernel-based fuzzy
c-means (KFC) in the paper.
FCM.m: fuzzy c-means clustering
KFC.m: single-kernel-based fuzzy c-means clustering
MKFC.m: multiple kernel fuzzy clustering proposed in the paper
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Dataset
The synthetic data 'Variant' mentioned in the paper.
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