Beschreibung
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 conceptbased 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 rulebased explainable AI; modelagnostic 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 humancomputer interaction and software engineering for explainability; applications of explainable artificial intelligence.
Herstellerkennzeichnung:
Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE
E-Mail: juergen.hartmann@springer.com
