Titlebook: Big Data: Conceptual Analysis and Applications; Michael Z. Zgurovsky,Yuriy P. Zaychenko Book 2020 Springer Nature Switzerland AG 2020 Clus

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The Cluster Analysis in Big Data Mining,data is distorted by high level of noise, or by outliers. In the Sect.?. robust probabilistic algorithms of fuzzy clustering are considered and investigated for batch processing mode and on-line mode which may be used for clustering in BD bases. Experimental investigations of the considered clusteri

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Pattern Recognition in Big Data Analysis,raction while FNN NEF Class is used as classifier of breast tumors. The experimental investigations of hybrid CNN network are presented and comparison with conventional CNN was performed. The problem of features dimensionality reduction in classification problem is considered and for its solution PC

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Book 2020 behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, based on the self-organization of computational processes, the use of crisp and fuzzy cluster analysis methods, hybrid neural-fuzzy networks, and others.

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