Communications in Computer and Information Science: Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part I

Longo, Luca; Lapuschkin, Sebastian; Seifert, Christin

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.

Details

Published by: Springer

Publication Date: 2024-07-10

Format: Paperback

ISBN-13: 9783031637865

DOI: 10.1007/978-3-031-63787-2

Dimensions: 235cm x155cm

Pages: 494