Buch, Englisch, Band 1903, 540 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 838 g
First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part III
Buch, Englisch, Band 1903, 540 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 838 g
Reihe: Communications in Computer and Information Science
ISBN: 978-3-031-44069-4
Verlag: Springer Nature Switzerland
This three-volume set constitutes the refereed proceedings of the First World Conference on Explainable Artificial Intelligence, xAI 2023, held in Lisbon, Portugal, in July 2023.
The 94 papers presented were thoroughly reviewed and selected from the 220 qualified submissions. They are organized in the following topical sections:
Part I: Interdisciplinary perspectives, approaches and strategies for xAI; Model-agnostic explanations, methods and techniques for xAI, Causality and Explainable AI; Explainable AI in Finance, cybersecurity, health-care and biomedicine.
Part II: Surveys, benchmarks, visual representations and applications for xAI; xAI for decision-making and human-AI collaboration, for Machine Learning on Graphs with Ontologies and Graph Neural Networks; Actionable eXplainable AI, Semantics and explainability, and Explanations for Advice-Giving Systems.
Part III: xAI for time series and Natural Language Processing; Human-centered explanations and xAI for Trustworthy and Responsible AI; Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
xAI for time series and Natural Language Processing.- Human-centered explanations and xAI for Trustworthy and Responsible AI.- Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI.
