國立虎尾科技大學 |

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:	Computer Communication Networks. -
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:

669310
Computer Communication Networks.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Explainable artificial intelligence = first World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings.. Part I /
LDR:02509nam a2200349 a 4500 001 1117464
003 DE-He213
005 20231029045235.0
006 m d
007 cr nn 008maaau
008 240126s2023 sz s 0 eng d
020 $a 9783031440649 $q (electronic bk.)
020 $a 9783031440632 $q (paper)
024 7 $a 10.1007/978-3-031-44064-9 $2 doi
035 $a 978-3-031-44064-9
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .W927 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Explainable artificial intelligence $h [electronic resource] : $b first World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023 : proceedings. $n Part I / $c edited by Luca Longo.
246 3 $a xAI 2023
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xxv, 692 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 1901
505 0 $a 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.
520 $a 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.
650 2 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Natural Language Processing (NLP) $3 1211064
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Artificial intelligence $3 671585
700 1 $a Longo, Luca. $3 1172835
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 311. $3 881211
856 4 0 $u https://doi.org/10.1007/978-3-031-44064-9
950 $a Computer Science (SpringerNature-11645)