000			02283nam a2200325Ia 4500
000			02855nam a22003495i 4500
001			978-3-031-44064-9
003			DE-He213
005			20240319121138.0
007			cr nn 008mamaa
008			231029s2023 sz | s |||| 0|eng d
020			_a9783031440649 _9978-3-031-44064-9
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			_aXXV, 692 p. 198 illus., 158 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. _939385
650			_aArtificial intelligence. _939386
650			_aArtificial Intelligence. _939387
650			_aComputer and Information Systems Applications. _939388
650			_aComputer Communication Networks. _939389
650			_aComputer networks . _939390
650			_aNatural language processing (Computer science). _939391
650			_aNatural Language Processing (NLP). _939392
700			_aLongo, Luca. _939393
856			_uhttps://doi.org/10.1007/978-3-031-44064-9
942			_cEBK _2ddc
999			_c15866 _d15866