Electro-Optic Technology Application, Volume. 36, Issue 3, 35(2021)

Research on Feature Selection-based Local Fuzzy Clustering Algorithm

ZHANG Yao1, WU Cheng-mao2, and BAI Lu2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(12)

    [3] [3] Bezdek J C. Pattern recognition with fuzzy objective function algorithms[M]. New York: Plenum Press, 1981.

    [4] [4] Chen S C, Zhang D Q. Robust image segmentation using FCM with spatial constraints based on new Kernel-induced distance measure[J]. IEEE Trans on System, Man an-d Cybernetics-Parts B: Cybernetics, 2004, 34(4): 1907-1916.

    [5] [5] Cai W L, Chen S C, Zhang D Q. Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation[J]. Pattern Recognition, 2007, 40(3): 825-838.

    [6] [6] Krinidis S, Chatzis V. A robust fuzzy local information c-means clustering algorithm[J]. IEEE Trans on Image Processing, 2010, 19(5): 1328-1337.

    [7] [7] Gong M, Liang Y, Shi J, et al. Fuzzy c-means clustering with local information and kernel metric for image segmentation[J]. IEEE Trans on Image Processing a Publication of the IEEE Signal Processing Society, 2013, 22(2): 573-584.

    [8] [8] Villeirs G M, Meerleer G, Verstraete K, et al. Magnetic resonance assessment of prostate localization variability in intensity-modulated radiotherapy for prostate cancer[J]. International Journal of Radiation Oncology Biology Physics, 2004, 60(5): 1611-1621.

    [10] [10] Jain A, Zongker D. Feature selection: evaluation, application and small sample performance[J]. IEEE Trans on Pattern Analysis andMachine Intelligence, 1997, 19(2): 153-158.

    [11] [11] Peng H, Long F, Ding C. Feature selection based on mutual information: criteria of max-dependency, max-relevance, and minredundancy [J]. IEEE Trans on Pattern Analysis and MachineIntelligence, 2005, 27(8): 1226-1238.

    [12] [12] Law M H, Figueiredo M A T, Jain A K. Simultaneous feature selection and clustering using mixture models [J]. IEEE Trans on Pattern Analysis and Machine Intelligence, 2004, 26(9): 1154-1166.

    [13] [13] Constantinopoulos C, Titsias M K, Likas A. Bayesian feature and model selection for Gaussian mixture models[J]. IEEE Trans on Pattern Analysis and Machine Intelligence, 2006, 28(6): 1013-1018

    [14] [14] Nguyen T M, Wu Q M J. Online feature selection based on fuzzy clustering and its applications[J]. IEEE Transactions on Fuzzy Systems, 2016, 24(6): 1294-1306.

    [16] [16] Gharieb R R, Gendy G, Abdelfattah A. C-means clustering fuzzified by two membership relative entropy functions approach incorporating local data information for noisy image segmentation[J]. Signal Image&Video Processing, 2017, 11(3): 541-548.

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    ZHANG Yao, WU Cheng-mao, BAI Lu. Research on Feature Selection-based Local Fuzzy Clustering Algorithm[J]. Electro-Optic Technology Application, 2021, 36(3): 35

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    Paper Information

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    Received: May. 14, 2021

    Accepted: --

    Published Online: Sep. 18, 2021

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