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Explainable Ambient Intelligence (XAmI): Explainable Artificial Intelligence Applications in Smart Life (SpringerBriefs in Applied Sciences and Technology) - Softcover
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Synopsis
This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.
Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.
This book containsreal case studies of the application of XAml and is a valuable resource for students and researchers."synopsis" may belong to another edition of this title.
About the Author
Dr. Tin-Chih Toly Chen has guest edited several special issues on AmI and AI for journals including Journal of Ambient Intelligence and Humanized Computing, Health Care Management Science, Fuzzy Sets and Systems, Operations Research, and International Journal of Intelligent Systems. He has also published papers on AI applications to AmI in journals such as Journal of Ambient Intelligence and Humanized Computing, Health Care Management Science, Operations Research, Digital Health, Complex & Intelligent Systems, etc.
From the Back Cover
This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.
Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.
This book contains real case studies of the application of XAml and is a valuable resource for students and researchers."About this title" may belong to another edition of this title.
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Explainable Ambient Intelligence (XAmI): Explainable Artificial Intelligence Applications in Smart Life (eng)
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Explainable Ambient Intelligence (XAmI)
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.This book containsreal case studies of the application of XAml and is a valuable resource for students and researchers. 116 pp. Englisch. Seller Inventory # 9783031549342
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Explainable Ambient Intelligence (XAmI): Explainable Artificial Intelligence Applications in Smart Life (SpringerBriefs in Applied Sciences and Technology)
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.This book containsreal case studies of the application of XAml and is a valuable resource for students and researchers. Seller Inventory # 9783031549342
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.This book containsreal case studies of the application of XAml and is a valuable resource for students and researchers.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 116 pp. Englisch. Seller Inventory # 9783031549342
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