Artificial Intelligence Theory, Models, and Applications (Record no. 5961)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06409cam a2200553Mu 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781003175865 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240213122832.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210904s2021 xx o ||| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000460605 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000460606 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781003175865 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1003175864 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000460629 |
| Qualifying information | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000460622 |
| Qualifying information | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1032008091 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781032008097 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1266907503 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1266907503 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q335 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 004000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 044000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 082000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kaliraj, P. |
| 245 10 - TITLE STATEMENT | |
| Title | Artificial Intelligence Theory, Models, and Applications |
| Medium | [electronic resource]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Milton : |
| Name of publisher, distributor, etc. | Auerbach Publishers, Incorporated, |
| Date of publication, distribution, etc. | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (507 p.) |
| 500 ## - GENERAL NOTE | |
| General note | Description based upon print version of record. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro -- Half Title -- Title Page -- Copyright Page -- Contents -- Preface -- Acknowledgments -- Editors -- Contributors -- 1. Artificial Intelligence: A Complete Insight -- 1.1 Introduction -- 1.2 Artificial Intelligence: What and Why? -- 1.3 History of AI -- 1.3.1 Turing Test -- 1.4 Foundations of AI -- 1.4.1 Logic and Reasoning -- 1.4.2 Pattern Recognition -- 1.4.3 Cognitive Science -- 1.4.4 Heuristics -- 1.4.5 Philosophy -- 1.4.6 Mathematics -- 1.4.7 Psychology -- 1.4.8 Linguistics -- 1.5 The AI Environment -- 1.6 Application Domains of AI -- 1.6.1 Gaming -- 1.6.2 Education |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.6.3 Healthcare -- 1.6.4 Agriculture -- 1.6.5 Entertainment -- 1.6.6 Manufacturing -- 1.6.7 Banking and Insurance -- 1.6.8 Automobiles -- 1.7 AI Tools -- 1.8 Challenges in AI -- 1.8.1 Loss of Self-Thinking -- 1.8.2 Bias in the Design of Artificial Intelligence -- 1.8.3 Limitation on Data -- 1.8.4 Threat to Manpower -- 1.8.5 Lifestyle Changes -- 1.8.6 Security Threats -- 1.9 Future Prospects of AI -- 1.9.1 Applicability -- 1.9.2 Dynamism in AI Model -- 1.9.3 Economic Feasibility -- 1.9.4 User Training -- 1.10 Summary -- References -- 2. Artificial Intelligence and Gender |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.1 What Is Artificial Intelligence? -- 2.2 What Is Machine Learning? -- 2.2.1 Supervised Learning -- 2.2.2 Unsupervised Learning -- 2.2.3 Reinforcement Learning -- 2.3 What Is Deep Learning? -- 2.4 Artificial Intelligence Enterprise Applications -- 2.5 Artificial Intelligence and Gender -- 2.5.1 Artificial Intelligence Is Gender-Biased, But Why? -- 2.5.2 Limited Data for Training -- 2.5.3 Workplace Bias -- 2.5.4 Indifferent Approach to the ""Female Genius -- 2.5.5 Artificial Intelligence-Based Harassment -- 2.5.6 Art Reflects Life -- 2.5.7 Virtual Agents |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.5.8 Who Will Artificial Intelligence Replace? -- 2.5.9 India Is No Different -- 2.5.10 Steps Artificial Intelligence Teams Should Take to Avoid Gender Bias -- 2.6 Concluding Thoughts -- References -- 3. Artificial Intelligence in Environmental Management -- 3.1 Current Work in AI for Environment -- 3.1.1 Organizations and Their Initiatives -- 3.1.2 General Framework for AI in Environmental Management -- 3.2 AI for Cleaner Air -- Smart Pollution Control -- 3.2.1 Current Challenges -- 3.2.2 Potential AI Applications -- 3.2.3 Sample Case Study |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.3 AI for Water Preservation -- Smart Water Management -- 3.3.1 Current Challenges -- 3.3.2 Potential AI Applications -- 3.3.3 Sample Case Study -- 3.4 AI for Better Agriculture -- Smart Farming -- 3.4.1 Current Challenges -- 3.4.2 Potential AI Applications -- 3.4.3 Sample Case Study -- 3.5 AI for Better e-Waste Management -- Smart Monitoring/Control -- 3.5.1 Current Challenges -- 3.5.2 Potential AI Applications -- 3.5.3 Sample Case Study -- 3.6 AI for Climate Control -- Smart Energy Optimization -- 3.6.1 Current Challenges -- 3.6.2 Potential AI Applications -- 3.6.3 Sample Case Study |
| 500 ## - GENERAL NOTE | |
| General note | 3.7 Risks and Rewards of AI in Environmental Management. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book examines the fundamentals and technologies of Artificial Intelligence (AI) and describestheir tools, challenges, and issues. It also explains relevant theory as well as industrial applications in various domains, such as healthcare, economics, education, product development, agriculture, human resource management, environmental management, and marketing. The book is a boon to students, software developers, teachers, members of boards of studies, and researchers who need a reference resource on artificial intelligence and its applications and is primarily intended for use in courses offered by higher education institutions that strive to equip their graduates with Industry 4.0 skills. FEATURES: Gender disparity in the enterprises involved in the development of AI-based software development as well as solutions to eradicate such gender bias in the AI world A general framework for AI in environmental management, smart farming, e-waste management, and smart energy optimization The potential and application of AI in medical imaging as well as the challenges of AI in precision medicine AI's role in the diagnosis of various diseases, such as cancer and diabetes The role of machine learning models in product development and statistically monitoring product quality Machine learning to make robust and effective economic policy decisions Machine learning and data mining approaches to provide better video indexing mechanisms resulting in better searchable results ABOUT THE EDITORS: Prof. Dr. P. Kaliraj is Vice Chancellor at Bharathiar University, Coimbatore, India. Prof. Dr. T. Devi is Professor and Head of the Department of Computer Applications, Bharathiar University, Coimbatore, India. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| General subdivision | Mathematical models. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Artificial Intelligence |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Neural Networks |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS / Bioinformatics |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Devi, T. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9781003175865">https://www.taylorfrancis.com/books/9781003175865</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | <a href="http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf">http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf</a> |
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