000			02284nam a2200325Ia 4500
000			02865nam a22003495i 4500
001			978-3-031-44070-0
003			DE-He213
005			20240319121125.0
007			cr nn 008mamaa
008			231020s2023 sz | s |||| 0|eng d
020			_a9783031440700 _9978-3-031-44070-0
082			_a6.3
245			_aExplainable Artificial Intelligence _cedited by Luca Longo. _h[electronic resource] :
250			_a1st ed. 2023.
260			_aCham _bSpringer Nature Switzerland _c2023
300			_aXVII, 540 p. 225 illus., 186 illus. in color. _bonline resource.
520			_aThis 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.
650			_aApplication software. _938756
650			_aArtificial intelligence. _938757
650			_aArtificial Intelligence. _938758
650			_aComputer and Information Systems Applications. _938759
650			_aComputer Communication Networks. _938760
650			_aComputer networks . _938761
650			_aNatural language processing (Computer science). _938762
650			_aNatural Language Processing (NLP). _938763
700			_aLongo, Luca. _938764
856			_uhttps://doi.org/10.1007/978-3-031-44070-0
942			_cEBK _2ddc
999			_c15817 _d15817