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Advances in explainable AI applications for smart cities

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in explainable AI applications for smart cities/ Mangesh M. Ghonge, Nijalingappa Pradeep, Noor Zaman Jhanjhi, Praveen M. Kulkarni, editors.
其他題名:	Advances in explainable artificial intelligence applications for smart cities
其他作者:	Kulkarni, Praveen M.
出版者:	Hershey, Pennsylvania :IGI Global, : 2024.,
面頁冊數:	1 online resource (506 p.)
標題:	Smart cities. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-6361-1
ISBN:	9781668463635

Advances in explainable AI applications for smart cities
Advances in explainable AI applications for smart cities[electronic resource] /Advances in explainable artificial intelligence applications for smart citiesMangesh M. Ghonge, Nijalingappa Pradeep, Noor Zaman Jhanjhi, Praveen M. Kulkarni, editors. - Hershey, Pennsylvania :IGI Global,2024. - 1 online resource (506 p.)

Includes bibliographical references and index.

Chapter 1. The need for explainable AI in industry 5.0 -- Chapter 2. Explainable AI for cybersecurity -- Chapter 3. Explainable artificial intelligence as a cybersecurity aid -- Chapter 4. Systematic tracking of insurance fraud detection -- Chapter 5. Explainable AI in healthcare application -- Chapter 6. Overview of XAI for the development and modernization of smart cities: explainable artificial intelligence -- Chapter 7. Explainable AI in military training applications -- Chapter 8. Open challenges and research issues of XAI in modern smart cities -- Chapter 9. Enabling explainable AI in cybersecurity solutions -- Chapter 10. Open challenges and research issues of XAI in modern smart cities -- Chapter 11. Artificial intelligence applications in the context of the security framework for the logistics industry -- Chapter 12. IoT and AI-based smart solutions for the agriculture industry -- Chapter 13. Lung cancer detection using explainable artificial intelligence in medical diagnosis -- Chapter 14. IoT-enabled remote patient monitoring for chronic disease management and cost savings: transforming healthcare -- Chapter 15. Modern smart cities and open research challenges and issues of explainable artificial intelligence.

"As smart cities become more prevalent, the need for explainable AI (XAI) applications has become increasingly important. Advances in Explainable AI Applications for Smart Cities is a co-edited book that showcases the latest research and development in XAI for smart city applications. This book covers a wide range of topics, including medical diagnosis, finance and banking, judicial systems, military training, manufacturing industries, autonomous vehicles, insurance claim management, and cybersecurity solutions. Through its diverse case studies and research, this book provides valuable insights into the importance of XAI in smart city applications.This book is an essential resource for undergraduate andpostgraduate students, researchers, academicians, industry professionals, and scientists working in research laboratories. It provides a comprehensive overview of XAI concepts, advantages over AI, and its applications in smart city development. By showcasing the impact of XAI on various smart city applications, the book enables readers to understand the importance of XAI in creating more sustainable and efficient smart cities. Additionally, the book addresses the open challenges and research issues related to XAI in modern smart cities, providing a roadmap for future research in this field. Overall, this book is a valuable resource for anyone interested in understanding the importance of XAI in smart city applications."--

ISBN: 9781668463635Subjects--Topical Terms:

1207137
Smart cities.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: TD159.4 / .A385 2024e

Dewey Class. No.: 307.1/416028563

Advances in explainable AI applications for smart cities
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246 3 $a Advances in explainable artificial intelligence applications for smart cities
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300 $a 1 online resource (506 p.)
504 $a Includes bibliographical references and index.
505 0 $a Chapter 1. The need for explainable AI in industry 5.0 -- Chapter 2. Explainable AI for cybersecurity -- Chapter 3. Explainable artificial intelligence as a cybersecurity aid -- Chapter 4. Systematic tracking of insurance fraud detection -- Chapter 5. Explainable AI in healthcare application -- Chapter 6. Overview of XAI for the development and modernization of smart cities: explainable artificial intelligence -- Chapter 7. Explainable AI in military training applications -- Chapter 8. Open challenges and research issues of XAI in modern smart cities -- Chapter 9. Enabling explainable AI in cybersecurity solutions -- Chapter 10. Open challenges and research issues of XAI in modern smart cities -- Chapter 11. Artificial intelligence applications in the context of the security framework for the logistics industry -- Chapter 12. IoT and AI-based smart solutions for the agriculture industry -- Chapter 13. Lung cancer detection using explainable artificial intelligence in medical diagnosis -- Chapter 14. IoT-enabled remote patient monitoring for chronic disease management and cost savings: transforming healthcare -- Chapter 15. Modern smart cities and open research challenges and issues of explainable artificial intelligence.
520 3 $a "As smart cities become more prevalent, the need for explainable AI (XAI) applications has become increasingly important. Advances in Explainable AI Applications for Smart Cities is a co-edited book that showcases the latest research and development in XAI for smart city applications. This book covers a wide range of topics, including medical diagnosis, finance and banking, judicial systems, military training, manufacturing industries, autonomous vehicles, insurance claim management, and cybersecurity solutions. Through its diverse case studies and research, this book provides valuable insights into the importance of XAI in smart city applications.This book is an essential resource for undergraduate andpostgraduate students, researchers, academicians, industry professionals, and scientists working in research laboratories. It provides a comprehensive overview of XAI concepts, advantages over AI, and its applications in smart city development. By showcasing the impact of XAI on various smart city applications, the book enables readers to understand the importance of XAI in creating more sustainable and efficient smart cities. Additionally, the book addresses the open challenges and research issues related to XAI in modern smart cities, providing a roadmap for future research in this field. Overall, this book is a valuable resource for anyone interested in understanding the importance of XAI in smart city applications."-- $c Provided by publisher.
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700 1 $a Ghonge, Mangesh M., $d 1984- $3 1421226
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