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Explainable Artificial Intelligence: Second World Conference, Xai 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part I by Luca Longo

Explainable Artificial Intelligence: Second World Conference, Xai 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part I

by Luca Longo
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Book cover type: Paperback
  • ISBN13: 9783031637865
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 494
  • Original Price: EUR 79.99
  • Language: English
  • Edition: 2024
  • Item Weight: 726 grams
  • BISAC Subject(s): Artificial Intelligence / General, Speech & Audio Processing, and Business & Productivity Software / General

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.

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