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Explainable AI: Foundations, Methodologies and Applications

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Cover of 'Explainable AI: Foundations, Methodologies and Applications'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Black Box Models for eXplainable Artificial Intelligence
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    Chapter 2 Fundamental Fallacies in Definitions of Explainable AI: Explainable to Whom and Why?
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    Chapter 3 An Overview of Explainable AI Methods, Forms and Frameworks
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    Chapter 4 Methods and Metrics for Explaining Artificial Intelligence Models: A Review
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    Chapter 5 Evaluation Measures and Applications for Explainable AI
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    Chapter 6 Explainable AI and Its Applications in Healthcare
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    Chapter 7 Explainable AI Driven Applications for Patient Care and Treatment
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    Chapter 8 Explainable Machine Learning for Autonomous Vehicle Positioning Using SHAP
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    Chapter 9 A Smart System for the Assessment of Genuineness or Trustworthiness of the Tip-Off Using Audio Signals: An Explainable AI Approach
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    Chapter 10 Face Mask Detection Based Entry Control Using XAI and IoT
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    Chapter 11 Human-AI Interfaces are a Central Component of Trustworthy AI
Attention for Chapter 5: Evaluation Measures and Applications for Explainable AI
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