T�tulo: Explainable Artificial Intelligence: Second World Conference, xAI 2024, Valletta, Malta, July 17?19, 2024, Proceedings, Part IV (Communications in Computer and Information Science)
Editor: Springer
Fecha de publicaci�n: 2024
Idioma: Ingl�s
ISBN 10: 3031638026
ISBN 13: 9783031638022
Encuadernaci�n: Encuadernaci�n de tapa blanda
Estado: New

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Sinopsis

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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