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Neuro-Fuzzy Clustering of Distorted Data Using Cat Swarm Optimization - Couverture souple

Shafronenko, Alina; Bodyanskiy, Yevgeniy; Rudenko, Diana

 
9786200506429: Neuro-Fuzzy Clustering of Distorted Data Using Cat Swarm Optimization
Couverture souple
ISBN 10 : 6200506426 ISBN 13 : 9786200506429
Editeur : LAP LAMBERT Academic Publishing, 2020

Synopsis

Nowadays, computational intelligence technologies often and quite successfully are used in solving complex problems that, as a rule, do not have an analytical solution. Today, these technologies and especially artificial neural networks (ANN) are widely used to solve various problems of signal processing, optimization, optimal and adaptive control, pattern recognition, identification, time- series prediction, etc. At the same time, the described approaches to data recovery are workable only in cases when the initial data are set a priori, and the “object-property” table or time series has a fixed number of observations, i.e. do not change during processing. This book is devoted to the development and study of methods for dynamic data mining, containing missing and distorted observations. The main feature of data mining methods is to establish the presence and nature of hidden patterns in data, whereas traditional methods mainly deal with parametric evaluation of already established patterns.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6200506426
ISBN 13 
9786200506429
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
Personne responsable
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