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Fuzzy computing in data science : applications and challenges /

FUZZY COMPUTING IN DATA SCIENCE This book comprehensively explains how to use various fuzzy-based models to solve real-time industrial challenges. The book provides information about fundamental aspects of the field and explores the myriad applications of fuzzy logic techniques and methods. It prese...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Mohanty, Sachi Nandan (Editor ), Chatterjee, Prasenjit (Editor ), Hung, Bui Thanh (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : John Wiley & Sons, Inc., 2023.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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264 1 |a Hoboken, NJ :  |b John Wiley & Sons, Inc.,  |c 2023. 
264 4 |c ©2023 
300 |a 1 online resource (xxi, 336 pages) 
336 |a text  |b txt  |2 rdacontent 
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504 |a Includes bibliographical references and index. 
588 |a Description based on online resource; title from digital title page (viewed on November 16, 2022). 
520 |a FUZZY COMPUTING IN DATA SCIENCE This book comprehensively explains how to use various fuzzy-based models to solve real-time industrial challenges. The book provides information about fundamental aspects of the field and explores the myriad applications of fuzzy logic techniques and methods. It presents basic conceptual considerations and case studies of applications of fuzzy computation. It covers the fundamental concepts and techniques for system modeling, information processing, intelligent system design, decision analysis, statistical analysis, pattern recognition, automated learning, system control, and identification. The book also discusses the combination of fuzzy computation techniques with other computational intelligence approaches such as neural and evolutionary computation. Audience Researchers and students in computer science, artificial intelligence, machine learning, big data analytics, and information and communication technology. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Fuzzy logic. 
650 0 |a Fuzzy systems. 
650 0 |a Data mining. 
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650 6 |a Systèmes flous. 
650 6 |a Exploration de données (Informatique) 
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650 7 |a Fuzzy logic  |2 fast 
650 7 |a Fuzzy systems  |2 fast 
700 1 |a Mohanty, Sachi Nandan,  |e editor. 
700 1 |a Chatterjee, Prasenjit,  |e editor. 
700 1 |a Hung, Bui Thanh,  |e editor. 
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