
Fuzzy Computing in Data Science
Applications and Challenges
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Fuzzy Computing in Data Science
Applications and Challenges
About this book
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.
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Information
Table of contents
- Cover
- Table of Contents
- Series Page
- Title Page
- Copyright Page
- Dedication Page
- Preface
- Acknowledgement
- 1 Band Reduction of HSI Segmentation Using FCM
- 2 A Fuzzy Approach to Face Mask Detection
- 3 Application of Fuzzy Logic to Healthcare Industry
- 4 A Bibliometric Approach and Systematic Exploration of Global Research Activity on Fuzzy Logic in Scopus Database
- 5 Fuzzy Decision Making in Predictive Analytics and Resource Scheduling
- 6 Application of Fuzzy Logic and Machine Learning Concept in Sales Data Forecasting Decision Analytics Using ARIMA Model
- 7 Modified m-Polar Fuzzy Set ELECTRE-I Approach
- 8 Fuzzy Decision Making: Concept and Models
- 9 Use of Fuzzy Logic for Psychological Support to Migrant Workers of Southern Odisha (India)
- 10 Fuzzy-Based Edge AI Approach: Smart Transformation of Healthcare for a Better Tomorrow
- 11 Video Conferencing (VC) Software Selection Using Fuzzy TOPSIS
- 12 Estimation of Nonperforming Assets of Indian Commercial Banks Using Fuzzy AHP and Goal Programming
- 13 Evaluation of Ergonomic Design for the Visual Display Terminal Operator at Static Work Under FMCDM Environment
- 14 Optimization of Energy Generated from Ocean Wave Energy Using Fuzzy Logic
- 15 The m-Polar Fuzzy TOPSIS Method for NTM Selection
- 16 Comparative Analysis on Material Handling Device Selection Using Hybrid FMCDM Methodology
- 17 Fuzzy MCDM on CCPM for Decision Making: A Case Study
- Index
- Also of Interest
- End User License Agreement