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FCM算法文獻總結

查找 oss lis 論文 detection semi name 參考文獻 multi

近年來,FCM 算法越來越受歡迎,被應用到各個領域範圍,針對FCM算法的改進也越來越多。本文總結了近兩年來的算法改進,如有改進算法不全請自己查找哦,論文太多啦。由於參考文獻均為英文論文,這裏就不翻譯了,畢竟俺不是歪果仁。

2014年

  1. D-FICCA (Density-based Fuzzy Imperialist Competitive Clustering Algorithm )
    參考文獻:D-FICCA: a density-based fuzzy imperialist competitive clustering algorithm for intrusion detection in wireless sensor networks.

  2. FGGCA
    參考文獻: Fuzzy granular gravitational clustering algorithm for multivariate data

2013年

  1. Type-2 FCM
    參考文獻: A modified interval type-2 fuzzy C-means algorithm with application in MR image segmentation

  2. GRFKM
    參考文獻: Rough clustering using generalized fuzzy clustering algorithm

  3. F-TCLUST
    參考文獻: Robust constrained fuzzy clustering

  4. Vague c-means
    參考文獻:Vague C-means clustering algorithm

2012年

  1. GRFCM
    參考文獻: Generalized rough fuzzy c-means algorithm for brain MR image segmentation

  2. SSFCA
    參考文獻: A semi-supervised fuzzy clustering algorithm applied to gene expression data

2011年

  1. Possiblistic FCM
    參考文獻:A modified possibilistic fuzzy c-means clustering algorithm for bias field estimation and segmentation of brain MR image

  2. Recursive FCM
    參考文獻:Recursive fuzzy c-means clustering for recursive fuzzy identification of time-varying processes

2010年

  1. MFCM
    參考文獻:Semi-supervised outlier detection based on fuzzy rough
    C-means clustering

  2. FRSSOD
    參考文獻: Median fuzzy c-means for clustering dissimilarity data

FCM算法文獻總結