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001472198 001__ 1472198
001472198 003__ OCoLC
001472198 005__ 20230908003400.0
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001472198 008__ 230802s2023\\\\sz\a\\\\o\\\\\101\0\eng\d
001472198 020__ $$a9783031401770$$q(electronic bk.)
001472198 020__ $$a3031401778$$q(electronic bk.)
001472198 020__ $$z9783031401763
001472198 0247_ $$a10.1007/978-3-031-40177-0$$2doi
001472198 035__ $$aSP(OCoLC)1391978344
001472198 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dEBLCP
001472198 049__ $$aISEA
001472198 050_4 $$aQ338.8$$b.I58 2023eb
001472198 08204 $$a006.3/33$$223/eng/20230802
001472198 1112_ $$aInternational Conference on Case-Based Reasoning$$n(31st :$$d2023 :$$cAberdeen, Scotland)
001472198 24510 $$aCase-based reasoning research and development :$$b31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings /$$cStewart Massie, Sutanu Chakraborti, editors.
001472198 2463_ $$aICCBR 2023
001472198 264_1 $$aCham :$$bSpringer,$$c2023.
001472198 300__ $$a1 online resource (xi, 426 pages) :$$billustrations (some color).
001472198 336__ $$atext$$btxt$$2rdacontent
001472198 337__ $$acomputer$$bc$$2rdamedia
001472198 338__ $$aonline resource$$bcr$$2rdacarrier
001472198 4901_ $$aLecture notes in artificial intelligence
001472198 4901_ $$aLecture notes in computer science ;$$v14141
001472198 4901_ $$aLNCS sublibrary. SL 7, Artificial intelligence
001472198 500__ $$aIncludes author index.
001472198 5050_ $$aCBR and Deep Learning -- Examining the Impact of Network Architecture on Extracted Feature Quality for CBR -- Synergies between Case-based Reasoning and Deep Learning for Survival Analysis in Oncology -- CBR Assisted Context-Aware Surface Realisation for Data-to-Text Generation -- Representation and Similarity -- Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization -- On-demand and model-driven case building based on distributed data sources -- The Case for Circularities in Case-Based Reasoning -- A Contextual Information-augmented Probabilistic Case-based Reasoning Model for Knowledge Graph Reasoning -- Case-based Sample Generation using Multi-Armed Bandits -- Hybrid Event Memory as a Case Base for State Estimation in Cognitive Agents -- CBR and Explainable AI Cases are King: A User Study of Case Presentation to Explain CBR Decisions -- CBR driven Interactive Explainable AI -- Selecting Explanation Methods for Intelligent IoT Systems: a Case-Based Reasoning Approach -- Case Based Explanation for Time Series Forecasting Models -- Case Base Maintenance -- Group Fairness in Case-Based Reasoning -- Addressing Underestimation Bias in CBR through Case-Base Maintenance -- The Problem Drift Problem and First Steps Towards Addressing It -- Adaptation: Techniques and Application Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models -- Failure-Driven Transformational Case Reuse of Explanation Strategies in CloodCBR -- A Case-Based Approach for Workflow Flexibility by Deviation -- Lazy Adaptation Knowledge Learning based on Frequent Closed Itemsets -- Case-Based Applications -- An Overview and Comparison of Case-Based Reasoning Frameworks -- Case-Based Cleaning of Text Images -- A Multi-agent Case-based Reasoning Intrusion Detection System Prototype -- A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation -- An Integrated Approach to Predicting the Influence of Reputation Mechanisms on Q&A Communities -- Retrieval of similar cases to improve the diagnosis of diabetic retinopathy.
001472198 506__ $$aAccess limited to authorized users.
001472198 520__ $$aThis book constitutes the proceedings of the 31st International Conference on Case-Based Reasoning Research and Development, ICCBR 2023, which took place in Aberdeen, UK, in July 2023. The 26 full papers included in this book were carefully reviewed and selected from 79 submissions. The papers have been organized in topical sections as follows: CBR and deep learning; representation and similarity; CBR and explainable AI; case base maintenance; adaptation: techniques and application; and case-based applications.
001472198 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 1, 2023).
001472198 650_0 $$aCase-based reasoning$$vCongresses.
001472198 655_0 $$aElectronic books.
001472198 7001_ $$aMassie, Stewart,$$eeditor.$$0(orcid)0000-0002-5278-4009$$1https://orcid.org/0000-0002-5278-4009
001472198 7001_ $$aChakraborti, Sutanu,$$eeditor.
001472198 830_0 $$aLecture notes in computer science.$$pLecture notes in artificial intelligence.
001472198 830_0 $$aLecture notes in computer science ;$$v14141.
001472198 830_0 $$aLNCS sublibrary.$$nSL 7,$$pArtificial intelligence.
001472198 852__ $$bebk
001472198 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-40177-0$$zOnline Access$$91397441.1
001472198 909CO $$ooai:library.usi.edu:1472198$$pGLOBAL_SET
001472198 980__ $$aBIB
001472198 980__ $$aEBOOK
001472198 982__ $$aEbook
001472198 983__ $$aOnline
001472198 994__ $$a92$$bISE