Del i serien Studies in Computational Intelligence

Explainable Edge AI: A Futuristic Computing Perspective

Inbunden, Engelska, 2022

AvAboul Ella Hassanien,Deepak Gupta,Anuj Kumar Singh,Ankit Garg

3 149 kr

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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.

Produktinformation

Utgivningsdatum2022-11-11
Mått155 x 235 x 16 mm
Vikt494 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor181
FörlagSpringer International Publishing AG
ISBN9783031182914

Tillhör följande kategorier

Artificiell intelligens inom Data och IT

Explainable Artificial Intelligence: Concepts and Current Progression.- Explainable Artificial Intelligence (XAI): Understanding and Future Perspectives.- Explainable Artificial Intelligence (XAI): Conception, Visualization and Assessment approaches towards amenable XAI.- Explainable AI (XAI): A Survey of Current and Future Opportunities.- Recent Challenges on Edge AI with its application: A Brief Introduction.- Explainable Artificial Intelligence in Health Care: How XAI Improves User Trust in High-Risk Decisions.- Role of Explainable Edge AI to Resolve Real Time Problem.- Explainable Data Fusion on Edge: Challenges and Opportunities.- Trust Model Based Data Fusion in Explainable Artificial Intelligence for Edge Computing Using Secure Sequential Discriminant Auto Encoder with Lightweight Optimization Algorithm.- A Deep Learning Based Target Coverage Protocol for Edge Computing Enabled Wireless Sensor Networks.