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Explainable artificial intelligence = first World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings.. Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Explainable artificial intelligence/ edited by Luca Longo.
其他題名:	first World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings.
其他題名:	xAI 2023
其他作者:	Longo, Luca.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxv, 692 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Artificial intelligence -
電子資源:	https://doi.org/10.1007/978-3-031-44064-9
ISBN:	9783031440649

Explainable artificial intelligence = first World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings.. Part I /
Explainable artificial intelligencefirst World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings.Part I /[electronic resource] :xAI 2023edited by Luca Longo. - Cham :Springer Nature Switzerland :2023. - xxv, 692 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,19011865-0937 ;. - Communications in computer and information science ;311..

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.

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.

ISBN: 9783031440649

Standard No.: 10.1007/978-3-031-44064-9doiSubjects--Topical Terms:

671585
Artificial intelligence

LC Class. No.: Q334

Dewey Class. No.: 006.3

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