Soft Computing for Data Analytics, Classification Model, and Control: 413 (Studies in Fuzziness and Soft Computing) - Hardcover

 
9783030920258: Soft Computing for Data Analytics, Classification Model, and Control: 413 (Studies in Fuzziness and Soft Computing)
Hardcover
ISBN 10: 3030920259 ISBN 13: 9783030920258
Verlag: Springer, 2022

Inhaltsangabe

This book presents a set of soft computing approaches and their application in data analytics, classification model, and control. The basics of fuzzy logic implementation for advanced hybrid fuzzy driven optimization methods has been covered in the book. The various soft computing techniques, including Fuzzy Logic, Rough Sets, Neutrosophic Sets, Type-2 Fuzzy logic, Neural Networks, Generative Adversarial Networks, and Evolutionary Computation have been discussed and they are used on variety of applications including data analytics, classification model, and control.

The book is divided into two thematic parts. The first thematic section covers the various soft computing approaches for text classification and data analysis, while the second section focuses on the fuzzy driven optimization methods for the control systems. The chapters has been written and edited by active researchers, which cover hypotheses and practical considerations; provide insights into the design of hybrid algorithms for applications in data analytics, classification model, and engineering control.


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This book presents a set of soft computing approaches and their application in data analytics, classification model, and control. The basics of fuzzy logic implementation for advanced hybrid fuzzy driven optimization methods has been covered in the book. The various soft computing techniques, including Fuzzy Logic, Rough Sets, Neutrosophic Sets, Type-2 Fuzzy logic, Neural Networks, Generative Adversarial Networks, and Evolutionary Computation have been discussed and they are used on variety of applications including data analytics, classification model, and control.

The book is divided into two thematic parts. The first thematic section covers the various soft computing approaches for text classification and data analysis, while the second section focuses on the fuzzy driven optimization methods for the control systems. The chapters has been written and edited by active researchers, which cover hypotheses and practical considerations; provide insights into the design ofhybrid algorithms for applications in data analytics, classification model, and engineering control.


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Verlag
Springer
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3030920259
ISBN 13 
9783030920258
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
176
Herausgeber
Khamparia Aditya, Khanna Ashish, Gupta Deepak
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783030920289: Soft Computing for Data Analytics, Classification Model, and Control: 413 (Studies in Fuzziness and Soft Computing)

Vorgestellte Ausgabe

ISBN 10:  3030920283 ISBN 13:  9783030920289
Verlag: Springer, 2023
Softcover