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Explainable Edge AI: A Futuristic Computing Perspective: 1072 (Studies in Computational Intelligence) - Hardcover
- VerlagSpringer-Verlag GmbH
- Erscheinungsdatum2022
- ISBN 10 303118291X
- ISBN 13 9783031182914
- EinbandTapa dura
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten181
- HerausgeberHassanien Aboul Ella, Garg Ankit, Singh Anuj Kumar, Gupta Deepak
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Explainable Edge Ai: A Futuristic Computing Perspective
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Explainable Edge AI: A Futuristic Computing Perspective
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Gebunden. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being . Bestandsnummer des Verkäufers 702288266
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Explainable Edge AI: A Futuristic Computing Perspective
Verlag:
Springer International Publishing Nov 2022, 2022
ISBN 10: 303118291X
ISBN 13: 9783031182914
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being addressed in this book through explainable models and techniques. The concept of explainable edge AI is new in front of the academic and research community, and consequently, it will undoubtedly explore multiple research dimensions. The book presents the concept of explainability in edge AI which is the amalgamation of edge computing and AI. In the futuristic computing scenario, the goal of explainable edge AI will be to execute the AI tasks and produce explainable results at the edge. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Owing to the quick transition in the current computing scenario and integration with the latest AI-based technologies, it is significant to facilitate people-centric computing through explainable edge AI. Explainable edge AI will facilitate enhanced prediction accuracy with the comprehensible decision and traceability of actions performed at the edge and have a significant impact on futuristic computing scenarios. This book is highly relevant to graduate/postgraduate students, academicians, researchers, engineers, professionals, and other personnel working in artificial intelligence, machine learning, and intelligent systems. 192 pp. Englisch. Bestandsnummer des Verkäufers 9783031182914
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Explainable Edge AI: A Futuristic Computing Perspective
Verlag:
Springer International Publishing, 2022
ISBN 10: 303118291X
ISBN 13: 9783031182914
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being addressed in this book through explainable models and techniques. The concept of explainable edge AI is new in front of the academic and research community, and consequently, it will undoubtedly explore multiple research dimensions. The book presents the concept of explainability in edge AI which is the amalgamation of edge computing and AI. In the futuristic computing scenario, the goal of explainable edge AI will be to execute the AI tasks and produce explainable results at the edge. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Owing to the quick transition in the current computing scenario and integration with the latest AI-based technologies, it is significant to facilitate people-centric computing through explainable edge AI. Explainable edge AI will facilitate enhanced prediction accuracy with the comprehensible decision and traceability of actions performed at the edge and have a significant impact on futuristic computing scenarios. This book is highly relevant to graduate/postgraduate students, academicians, researchers, engineers, professionals, and other personnel working in artificial intelligence, machine learning, and intelligent systems. Bestandsnummer des Verkäufers 9783031182914
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Explainable Edge AI: A Futuristic Computing Perspective (Hardcover)
Verlag:
Springer International Publishing AG, Cham, 2022
ISBN 10: 303118291X
ISBN 13: 9783031182914
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Hardcover. Zustand: new. Hardcover. This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being addressed in this book through explainable models and techniques. The concept of explainable edge AI is new in front of the academic and research community, and consequently, it will undoubtedly explore multiple research dimensions. The book presents the concept of explainability in edge AI which is the amalgamation of edge computing and AI. In the futuristic computing scenario, the goal of explainable edge AI will be to execute the AI tasks and produce explainable results at the edge. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Owing to the quick transition in the current computing scenario and integration with the latest AI-based technologies, it is significant to facilitate people-centric computing through explainable edge AI. Explainable edge AI will facilitate enhanced prediction accuracy with the comprehensible decision and traceability of actions performed at the edge and have a significant impact on futuristic computing scenarios. This book is highly relevant to graduate/postgraduate students, academicians, researchers, engineers, professionals, and other personnel working in artificial intelligence, machine learning, and intelligent systems. This book presents explainability in edge AI, an amalgamation of edge computing and AI. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9783031182914
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Explainable Edge AI: A Futuristic Computing Perspective (Studies in Computational Intelligence, 1072)
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Explainable Edge AI: A Futuristic Computing Perspective
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Hardcover. Zustand: Brand New. 191 pages. 9.25x6.10x0.59 inches. In Stock. Bestandsnummer des Verkäufers x-303118291X
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