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020 _a9783031440649
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024 7 _a10.1007/978-3-031-44064-9
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050 4 _aQ334-342
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072 7 _aCOM004000
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245 1 0 _aExplainable Artificial Intelligence
_h[electronic resource] :
_bFirst World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part I /
_cedited by Luca Longo.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXV, 692 p. 198 illus., 158 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1901
505 0 _aInterdisciplinary 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.
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 0 _aArtificial intelligence.
650 0 _aNatural language processing (Computer science).
650 0 _aApplication software.
650 0 _aComputer networks .
650 1 4 _aArtificial Intelligence.
650 2 4 _aNatural Language Processing (NLP).
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputer Communication Networks.
700 1 _aLongo, Luca.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031440632
776 0 8 _iPrinted edition:
_z9783031440656
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1901
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44064-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
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