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Explainable Artificial Intelligence Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part IV /

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 a...

Бүрэн тодорхойлолт

-д хадгалсан:
Номзүйн дэлгэрэнгүй
Байгууллагын зохиогч: SpringerLink (Online service)
Бусад зохиолчид: Longo, Luca (Засварлагч), Lapuschkin, Sebastian (Засварлагч), Seifert, Christin (Засварлагч)
Формат: Цахим Цахим ном
Хэл сонгох:англи
Хэвлэсэн: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Хэвлэл:1st ed. 2024.
Цуврал:Communications in Computer and Information Science, 2156
Нөхцлүүд:
Artificial intelligence.
Natural language processing (Computer science).
Application software.
Computer networks .
Artificial Intelligence.
Natural Language Processing (NLP).
Computer and Information Systems Applications.
Computer Communication Networks.
Онлайн хандалт:https://doi.org/10.1007/978-3-031-63803-9
Шошгууд: Шошго нэмэх
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Тодорхойлолт
Тойм: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.
Биет тодорхойлолт:XVII, 466 p. 149 illus., 136 illus. in color. online resource.
ISBN:9783031638039
ISSN:1865-0937 ;
DOI:10.1007/978-3-031-63803-9

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