Cover image for Explainable Edge AI: A Futuristic Computing Perspective
Title:
Explainable Edge AI: A Futuristic Computing Perspective
Author:
Hassanien, Aboul Ella. editor.
ISBN:
9783031182921
Edition:
1st ed. 2023.
Physical Description:
X, 181 p. 61 illus., 46 illus. in color. online resource.
Series:
Studies in Computational Intelligence, 1072
Contents:
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.
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