Fuzzy computing in data science : applications and challenges
by
 
Mohanty, Sachi Nandan, editor.

Title
Fuzzy computing in data science : applications and challenges

Author
Mohanty, Sachi Nandan, editor.

ISBN
9781394156870
 
9781394156887
 
9781394156863

Physical Description
1 online resource (xxi, 336 pages)

Abstract
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.

Local Note
John Wiley and Sons

Subject Term
Fuzzy logic.
 
Fuzzy systems.
 
Data mining.
 
Logique floue.
 
Systèmes flous.
 
Exploration de données (Informatique)
 
Data mining
 
Fuzzy logic
 
Fuzzy systems

Added Author
Mohanty, Sachi Nandan,
 
Chatterjee, Prasenjit,
 
Hung, Bui Thanh,

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781394156887


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book597966-1001QA9.64 .F89 2023Wiley E-Kitap Koleksiyonu