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.
Produkteigenschaften
- Artikelnummer: 9783031637995
- Medium: Buch
- ISBN: 978-3-031-63799-5
- Verlag: Springer International Publishing
- Erscheinungstermin: 10.07.2024
- Sprache(n): Englisch
- Auflage: 2024
- Serie: Communications in Computer and Information Science
- Produktform: Kartoniert
- Gewicht: 715 g
- Seiten: 456
- Format (B x H x T): 155 x 235 x 26 mm
- Ausgabetyp: Kein, Unbekannt