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portada Explainable Artificial Intelligence: Second World Conference, xai 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part iv (Communications in Computer and Information Science)
Type
Physical Book
Publisher
Author
Language
English
Pages
466
Format
Paperback
ISBN13
9783031638022
Edition No.
2024th

Explainable Artificial Intelligence: Second World Conference, xai 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part iv (Communications in Computer and Information Science)

Longo Luca,Lapuschkin Sebastian,Seifert Christin (Author) · Springer · Paperback

Explainable Artificial Intelligence: Second World Conference, xai 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part iv (Communications in Computer and Information Science) - Longo Luca,Lapuschkin Sebastian,Seifert Christin

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Synopsis "Explainable Artificial Intelligence: Second World Conference, xai 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part iv (Communications in Computer and Information Science)"

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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