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

Longo, Luca (Editor)/ Lapuschkin, Sebastian (Editor)/ Seifert, Christin (Editor)

ISBN 10: 3031638026 / ISBN 13: 9783031638022

Edité par Springer-Nature New York Inc, 2024

A propos de cet article

483 pages. 9.25x6.10x9.25 inches. In Stock. N° de réf. du vendeur x-3031638026

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Titre : Explainable Artificial Intelligence: Second ...

Éditeur : Springer-Nature New York Inc

Date d'édition : 2024

Reliure : Paperback

Etat : Brand New

A propos de ce titre

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.