Explainable artificial intelligence : First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, proceedings. Part III / Luca Longo, editor.
2023
Q334
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Title
Explainable artificial intelligence : First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, proceedings. Part III / Luca Longo, editor.
Meeting Name
World Conference on Explainable Artificial Intelligence (1st : 2023 : Lisbon, Portugal).
ISBN
9783031440700 (electronic bk.)
3031440706 (electronic bk.)
9783031440694
3031440706 (electronic bk.)
9783031440694
Published
Cham : Springer, [2023]
Copyright
©2023
Language
English
Description
1 online resource (xvii, 540 pages) : illustrations (chiefly color).
Item Number
10.1007/978-3-031-44070-0 doi
Call Number
Q334
Dewey Decimal Classification
006.3
Summary
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.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed October 24, 2023).
Added Author
Longo, Luca, editor.
Series
Communications in computer and information science ; 1903. 1865-0937
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Table of Contents
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.
Human-centered explanations and xAI for Trustworthy and Responsible AI
Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI.