Публікація: Fuzzy Clustering Data Arrays with Omitted Observations
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Дата
2017
Назва журналу
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Видавництво
Анотація
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.
Опис
Ключові слова
computational complexity, fuzzy clustering, recovery, missing values
Бібліографічний опис
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.