Fuzzy Computing in Data Science
eBook - ePub

Fuzzy Computing in Data Science

Applications and Challenges

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

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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Yes, you can access Fuzzy Computing in Data Science by Sachi Nandan Mohanty,Prasenjit Chatterjee,Bui Thanh Hung in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Table of Contents
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Dedication Page
  7. Preface
  8. Acknowledgement
  9. 1 Band Reduction of HSI Segmentation Using FCM
  10. 2 A Fuzzy Approach to Face Mask Detection
  11. 3 Application of Fuzzy Logic to Healthcare Industry
  12. 4 A Bibliometric Approach and Systematic Exploration of Global Research Activity on Fuzzy Logic in Scopus Database
  13. 5 Fuzzy Decision Making in Predictive Analytics and Resource Scheduling
  14. 6 Application of Fuzzy Logic and Machine Learning Concept in Sales Data Forecasting Decision Analytics Using ARIMA Model
  15. 7 Modified m-Polar Fuzzy Set ELECTRE-I Approach
  16. 8 Fuzzy Decision Making: Concept and Models
  17. 9 Use of Fuzzy Logic for Psychological Support to Migrant Workers of Southern Odisha (India)
  18. 10 Fuzzy-Based Edge AI Approach: Smart Transformation of Healthcare for a Better Tomorrow
  19. 11 Video Conferencing (VC) Software Selection Using Fuzzy TOPSIS
  20. 12 Estimation of Nonperforming Assets of Indian Commercial Banks Using Fuzzy AHP and Goal Programming
  21. 13 Evaluation of Ergonomic Design for the Visual Display Terminal Operator at Static Work Under FMCDM Environment
  22. 14 Optimization of Energy Generated from Ocean Wave Energy Using Fuzzy Logic
  23. 15 The m-Polar Fuzzy TOPSIS Method for NTM Selection
  24. 16 Comparative Analysis on Material Handling Device Selection Using Hybrid FMCDM Methodology
  25. 17 Fuzzy MCDM on CCPM for Decision Making: A Case Study
  26. Index
  27. Also of Interest
  28. End User License Agreement