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Title: Fuzzy Clustering Data Arrays with Omitted Observations
Authors: Женбинг, Х.
Бодянский, Е. В.
Тыщенко, А. К.
Ткачев, В. Н.
Keywords: Computational Intelligence
fuzzy clustering
missing values
Issue Date: 2017
Citation: Zhengbing H. Fuzzy Clustering Data Arrays with Omitted Observations / H. Zhengbing, Ye. Bodyanskiy, O. Tyshchenko, V. Tkachov / I.J. Intelligent Systems and Applications, v.9, # 7, 2017 – P. 24-33.
Abstract: An adaptive neural system which solves a problem of clustering data with missing values in an online mode with a permanent correction of restorable table elements and clusters’ centroids is proposed in this article. The introduced neural system is characterized by both a high speed and a simple numerical implementation. It can process information in a real-time mode.
ISSN: 2074-904X
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