LEADER 04922nam 22006375 450 001 9910736017303321 005 20251225205542.0 010 $a9783031401770 010 $a3031401778 024 7 $a10.1007/978-3-031-40177-0 035 $a(MiAaPQ)EBC30669132 035 $a(Au-PeEL)EBL30669132 035 $a(DE-He213)978-3-031-40177-0 035 $a(PPN)272250201 035 $a(CKB)27878834000041 035 $a(OCoLC)1391978344 035 $a(EXLCZ)9927878834000041 100 $a20230729d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCase-Based Reasoning Research and Development $e31st International Conference, ICCBR 2023, Aberdeen, UK, July 17?20, 2023, Proceedings /$fedited by Stewart Massie, Sutanu Chakraborti 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (428 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14141 311 08$aPrint version: Massie, Stewart Case-Based Reasoning Research and Development Cham : Springer,c2023 9783031401763 327 $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. 330 $aThis book constitutes the proceedings of the 31st International Conference on Case-Based Reasoning Research and Development, ICCBR 2023, which took place in Aberdeen, UK, in July 2023. The 26 full papers included in this book were carefully reviewed and selected from 79 submissions. The papers have been organized in topical sections as follows: CBR and deep learning; representation and similarity; CBR and explainable AI; case base maintenance; adaptation: techniques and application; and case-based applications. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14141 606 $aArtificial intelligence 606 $aInformation technology$xManagement 606 $aComputer engineering 606 $aComputer networks 606 $aArtificial Intelligence 606 $aComputer Application in Administrative Data Processing 606 $aComputer Engineering and Networks 615 0$aArtificial intelligence. 615 0$aInformation technology$xManagement. 615 0$aComputer engineering. 615 0$aComputer networks. 615 14$aArtificial Intelligence. 615 24$aComputer Application in Administrative Data Processing. 615 24$aComputer Engineering and Networks. 676 $a006.3 700 $aMassie$b Stewart$01379888 701 $aChakraborti$b Sutanu$01379889 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910736017303321 996 $aCase-Based Reasoning Research and Development$93420331 997 $aUNINA