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001449862 001__ 1449862
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001449862 020__ $$a9783031155659$$q(electronic bk.)
001449862 020__ $$a3031155653$$q(electronic bk.)
001449862 020__ $$z9783031155642
001449862 0247_ $$a10.1007/978-3-031-15565-9$$2doi
001449862 035__ $$aSP(OCoLC)1346144081
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001449862 049__ $$aISEA
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001449862 08204 $$a006.3/0285436$$223/eng/20220928
001449862 1112_ $$aEXTRAAMAS (Workshop)$$n(4th :$$d2022 :$$cOnline).
001449862 24510 $$aExplainable and transparent AI and multi-agent systems :$$b4th international workshop, EXTRAAMAS 2022, virtual event, May 9-10, 2022, revised selected papers /$$cDavide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling (eds.).
001449862 24630 $$aEXTRAAMAS 2022
001449862 264_1 $$aCham :$$bSpringer,$$c[2022]
001449862 264_4 $$c©2022
001449862 300__ $$a1 online resource (ix, 239 pages) :$$billustrations (chiefly color).
001449862 336__ $$atext$$btxt$$2rdacontent
001449862 337__ $$acomputer$$bc$$2rdamedia
001449862 338__ $$aonline resource$$bcr$$2rdacarrier
001449862 4901_ $$aLecture notes in computer science. Lecture notes in artificial intelligence ;$$v13283
001449862 4901_ $$aLNCS sublibrary: SL7 - Artificial intelligence
001449862 500__ $$aInternational conference proceedings.
001449862 500__ $$aIncludes author index.
001449862 5050_ $$aExplainable Machine Learning -- Evaluation of importance estimators in deep learning classifiers for Computed Tomography -- Integration of local and global features explanation with global rules extraction and generation tools -- ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning -- Smartphone based grape leaf disease diagnosis and remedial system Assisted with explanations -- Explainable Neuro-Symbolic AI -- Recent Neural-Symbolic Approaches to ILP Based on Templates -- On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors -- Explainable Agents -- The Mirror Agent Model: a Bayesian Architecture for Interpretable Agent Behavior -- Semantic Web-based Interoperability for Intelligent Agents with PsyKE -- Case-based reasoning via comparing the strength order of features -- XAI Measures and Metrics -- Explainability Metrics and Properties for Counterfactual Explanation Methods -- The use of partial order relations and measure theory in developing objective measures of explainability -- AI & Law -- An Evaluation of Methodologies for Legal Formalization -- Risk and Exposure of XAI in Persuasion and Argumentation: The case of Manipulation -- Requirements for Tax XAI under Constitutional Principles and Human Rights.
001449862 506__ $$aAccess limited to authorized users.
001449862 520__ $$aThis book constitutes the refereed proceedings of the 4th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2022, held virtually during May 9-10, 2022. The 14 full papers included in this book were carefully reviewed and selected from 25 submissions. They were organized in topical sections as follows: explainable machine learning; explainable neuro-symbolic AI; explainable agents; XAI measures and metrics; and AI & law. .
001449862 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed September 28, 2022).
001449862 650_0 $$aIntelligent agents (Computer software)$$vCongresses.
001449862 655_0 $$aElectronic books.
001449862 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001449862 655_7 $$aConference papers and proceedings.$$2lcgft
001449862 7001_ $$aCalvaresi, Davide,$$eeditor.
001449862 7001_ $$aNajjar, Amro,$$eeditor.
001449862 7001_ $$aWinikoff, Michael,$$eeditor.
001449862 7001_ $$aFrämling, Kary,$$eeditor.
001449862 830_0 $$aLecture notes in computer science ;$$v13283.
001449862 830_0 $$aLecture notes in computer science.$$pLecture notes in artificial intelligence.
001449862 830_0 $$aLNCS sublibrary.$$nSL 7,$$pArtificial intelligence.
001449862 852__ $$bebk
001449862 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-15565-9$$zOnline Access$$91397441.1
001449862 909CO $$ooai:library.usi.edu:1449862$$pGLOBAL_SET
001449862 980__ $$aBIB
001449862 980__ $$aEBOOK
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