Explainable Edge AI: A Futuristic Computing Perspective

Inbunden, Engelska, 2022

Del i serien Studies in Computational Intelligence

2 396 kr

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Beskrivning

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

Utgivningsdatum:2022-11-11
Mått:155 x 235 x 16 mm
Vikt:494 g
Format:Inbunden
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:181
Förlag:Springer International Publishing AG
ISBN:9783031182914

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

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.