Neu Erschienen: 10.07.2024

Longo / Lapuschkin / Seifert

Explainable Artificial Intelligence

Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV

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85.59 €

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auch verfügbar als eBook (PDF) für 85.59 €

Fachbuch

Buch. Softcover

2024

xvii, 466 S. 13 s/w-Abbildungen, 136 Farbabbildungen, Bibliographien.

In englischer Sprache

Springer. ISBN 978-3-031-63802-2

Format (B x L): 15,5 x 23,5 cm

Das Werk ist Teil der Reihe: Communications in Computer and Information Science; 2156

Produktbeschreibung

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.