Gespeichert in:
| Weitere beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Hoboken, NJ
John Wiley & Sons, Inc.
2023
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781119864929/?ar |
| Zusammenfassung: | 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. |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 16, 2022) |
| Umfang: | 1 Online-Ressource (xxi, 336 pages) |
| ISBN: | 9781394156870 1394156871 9781394156887 139415688X 1394156863 9781394156863 9781119864929 |
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| spelling | Fuzzy computing in data science applications and challenges edited by Sachi Nandan Mohanty, Prasenjit Chatterjee, and Bui Thanh Hung Hoboken, NJ John Wiley & Sons, Inc. 2023 ©2023 1 Online-Ressource (xxi, 336 pages) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 16, 2022) 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. Fuzzy logic Fuzzy systems Data mining Logique floue Systèmes flous Exploration de données (Informatique) Mohanty, Sachi Nandan HerausgeberIn edt Chatterjee, Prasenjit HerausgeberIn edt Hung, Bui Thanh HerausgeberIn edt 1119864925 Erscheint auch als Druck-Ausgabe 1119864925 |
| spellingShingle | Fuzzy computing in data science applications and challenges Fuzzy logic Fuzzy systems Data mining Logique floue Systèmes flous Exploration de données (Informatique) |
| title | Fuzzy computing in data science applications and challenges |
| title_auth | Fuzzy computing in data science applications and challenges |
| title_exact_search | Fuzzy computing in data science applications and challenges |
| title_full | Fuzzy computing in data science applications and challenges edited by Sachi Nandan Mohanty, Prasenjit Chatterjee, and Bui Thanh Hung |
| title_fullStr | Fuzzy computing in data science applications and challenges edited by Sachi Nandan Mohanty, Prasenjit Chatterjee, and Bui Thanh Hung |
| title_full_unstemmed | Fuzzy computing in data science applications and challenges edited by Sachi Nandan Mohanty, Prasenjit Chatterjee, and Bui Thanh Hung |
| title_short | Fuzzy computing in data science |
| title_sort | fuzzy computing in data science applications and challenges |
| title_sub | applications and challenges |
| topic | Fuzzy logic Fuzzy systems Data mining Logique floue Systèmes flous Exploration de données (Informatique) |
| topic_facet | Fuzzy logic Fuzzy systems Data mining Logique floue Systèmes flous Exploration de données (Informatique) |
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