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Book synopsis

This four-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence, xAI 2024, held in Valletta, Malta, during July 17-19, 2024. The 95 full papers presented were carefully reviewed and selected from 204 submissions. The conference papers are organized in topical sections on:Part I - intrinsically interpretable XAI and concept-based global explainability; generative explainable AI and verifiability; notion, metrics, evaluation and benchmarking for XAI.Part II - XAI for graphs and computer vision; logic, reasoning, and rule-based explainable AI; model-agnostic and statistical methods for eXplainable AI.Part III - counterfactual explanations and causality for eXplainable AI; fairness, trust, privacy, security, accountability and actionability in eXplainable AI.Part IV - explainable AI in healthcare and computational neuroscience; explainable AI for improved human-computer interaction and software engineering for explainability; applications of explainable artificial intelligence.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Explainable Artificial Intelligence
• Subtitle: Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part III
• Author: Luca Longo, Sebastian Lapuschkin, Christin Seifert
• Language: English
• Binding: Paperback
• Number of pages: 454
• EAN: 9783031637995
• ID: 46040442
• Publisher: Springer, Berlin
• Weight: 715 g
• Dimensions: 235 × 155 mm
• Date of publishing: 26. July 2024

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