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

Longo, Luca (EDT); Lapuschkin, Sebastian (EDT); Seifert, Christin (EDT)

ISBN 10: 3031638026 / ISBN 13: 9783031638022

Published by Springer, 2024

About this Item

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Bibliographic Details

• Title: Explainable Artificial Intelligence : Second World Conference, Xai 2024, Valletta, Malta, July 17?19, 2024, Proceedings, Part IV
• Publisher: Springer
• Publication Date: 2024
• Language: English
• ISBN 10: 3031638026
• ISBN 13: 9783031638022
• Binding: Soft cover
• Condition: As New

About this title

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.