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The utility problem analysed
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-59286-5_54openalex-snapshot
A comparative utility analysis of case-based reasoning and control-rule learning systems
inferredcites →https://doi.org/10.1007/bf00117107openalex-snapshot
The Problem of Expensive Chunks and its Solution by Restricting Expressiveness
inferredcites →https://doi.org/10.1016/0004-3702(90)90059-9openalex-snapshot
Quantitative results concerning the utility of explanation-based learning
inferredcites →https://doi.org/10.1023/a:1022614725002openalex-snapshot
Information Filtering: Selection Mechanisms in Learning Systems
inferredcites →https://doi.org/10.1109/64.331478openalex-snapshot
Finding the shortest route using cases, knowledge, and Djikstra's algorithm
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/int.20202openalex-snapshot
Assessment of four modifications of a novel indexing technique for case-based reasoning
inferred← citeshttps://doi.org/10.1007/11805816_25openalex-snapshot
Complexity Profiling for Informed Case-Base Editing
inferred← citeshttps://doi.org/10.1007/11805816_7openalex-snapshot
Self-organising Hierarchical Retrieval in a Case-Agent System
inferred← citeshttps://doi.org/10.1007/3-540-44527-7_12openalex-snapshot
A Method for Predicting Solutions in Case-Based Problem Solving
inferred← citeshttps://doi.org/10.1007/3-540-44527-7_15openalex-snapshot
Remembering Why to Remember: Performance-Guided Case-Base Maintenance
inferred← citeshttps://doi.org/10.1007/3-540-44527-7_21openalex-snapshot
Automatic Case Base Management in a Multi-modal Reasoning System
inferred← citeshttps://doi.org/10.1007/3-540-44527-7_37openalex-snapshot
Personalised Route Planning: A Case-Based Approach
inferred← citeshttps://doi.org/10.1007/3-540-44593-5_26openalex-snapshot
Collaborative Case-Based Reasoning: Applications in Personalised Route Planning
inferred← citeshttps://doi.org/10.1007/3-540-44593-5_36openalex-snapshot
Adaptation by Applying Behavior Routines and Motion Strategies in Autonomous Navigation
inferred← citeshttps://doi.org/10.1007/3-540-45006-8_31openalex-snapshot
Collaborative Case Retention Strategies for CBR Agents
inferred← citeshttps://doi.org/10.1007/3-540-45164-1_37openalex-snapshot
An Efficient and Effective Procedure for Updating a Competence Model for Case-Based Reasoners
inferred← citeshttps://doi.org/10.1007/3-540-48508-2_22openalex-snapshot
Speed-up, Quality and Competence in Multi-Modal Case-Based Reasoning
inferred← citeshttps://doi.org/10.1007/3-540-48508-2_24openalex-snapshot
Building Compact Competent Case-Bases
inferred← citeshttps://doi.org/10.1007/978-1-4471-0269-4_10openalex-snapshot
2D vs 3D Visualisation Techniques for Case-Based Reasoning
inferred← citeshttps://doi.org/10.1007/978-1-4471-0745-3_12openalex-snapshot
Improving a Distributed Case-Based Reasoning System Using Introspective Learning
inferred← citeshttps://doi.org/10.1007/978-3-030-01081-2_11openalex-snapshot
Harnessing Hundreds of Millions of Cases: Case-Based Prediction at Industrial Scale
inferred← citeshttps://doi.org/10.1007/978-3-030-01081-2_14openalex-snapshot
Exploration vs. Exploitation in Case-Base Maintenance: Leveraging Competence-Based Deletion with Ghost Cases
inferred← citeshttps://doi.org/10.1007/978-3-030-01081-2_21openalex-snapshot
Perks of Being Lazy: Boosting Retrieval Performance
inferred← citeshttps://doi.org/10.1007/978-3-030-86957-1_14openalex-snapshot
Towards Richer Realizations of Holographic CBR
inferred← citeshttps://doi.org/10.1007/978-3-031-40177-0_16openalex-snapshot
Towards Addressing Problem-Distribution Drift with Case Discovery
inferred← citeshttps://doi.org/10.1007/978-3-319-24586-7_13openalex-snapshot
CBR Meets Big Data: A Case Study of Large-Scale Adaptation Rule Generation
inferred← citeshttps://doi.org/10.1007/978-3-319-24586-7_15openalex-snapshot
Flexible Feature Deletion: Compacting Case Bases by Selectively Compressing Case Contents
inferred← citeshttps://doi.org/10.1007/978-3-319-47096-2_16openalex-snapshot
Adaptation-Guided Feature Deletion: Testing Recoverability to Guide Case Compression
inferred← citeshttps://doi.org/10.1007/978-3-319-61030-6_11openalex-snapshot
Scaling Up Ensemble of Adaptations for Classification by Approximate Nearest Neighbor Retrieval
inferred← citeshttps://doi.org/10.1007/978-3-540-28631-8_20openalex-snapshot
Case-Based, Decision-Theoretic, HTN Planning
inferred← citeshttps://doi.org/10.1007/978-3-540-28631-8_21openalex-snapshot
Using CBR in the Exploration of Unknown Environments with an Autonomous Agent
inferred← citeshttps://doi.org/10.1007/978-3-540-28631-8_26openalex-snapshot
Justification-Based Case Retention
inferred← citeshttps://doi.org/10.1007/978-3-540-30115-8_30openalex-snapshot
Justification-Based Selection of Training Examples for Case Base Reduction
inferred← citeshttps://doi.org/10.1007/978-3-540-85502-6_2openalex-snapshot
An Analysis of Research Themes in the CBR Conference Literature
inferred← citeshttps://doi.org/10.1007/978-3-642-02998-1_29openalex-snapshot
Efficiently Implementing Episodic Memory
inferred← citeshttps://doi.org/10.1007/978-3-642-14274-1_12openalex-snapshot
The Utility Problem for Lazy Learners - Towards a Non-eager Approach
inferred← citeshttps://doi.org/10.1007/978-3-642-21222-2_24openalex-snapshot
An Efficient Hybrid Classification Algorithm – An Example from Palliative Care
inferred← citeshttps://doi.org/10.1007/978-94-010-0181-6_4openalex-snapshot
EBMT Seen as Case-Based Reasoning
inferred← citeshttps://doi.org/10.1007/bfb0020604openalex-snapshot
Adaptation-guided retrieval in EBMT: A case-based approach to machine translation
inferred← citeshttps://doi.org/10.1007/bfb0056333openalex-snapshot
Categorizing case-base maintenance: Dimensions and directions
inferred← citeshttps://doi.org/10.1007/bfb0056334openalex-snapshot
Modelling the competence of case-bases
inferred← citeshttps://doi.org/10.1007/bfb0056337openalex-snapshot
Representation of failure context for diagnosis of technical applications
inferred← citeshttps://doi.org/10.1007/s00607-010-0141-9openalex-snapshot
Organisational adaptation of multi-agent systems in a peer-to-peer scenario
inferred← citeshttps://doi.org/10.1007/s10462-004-7188-yopenalex-snapshot
Characterisation of a Novel Indexing Technique for Case-Based Reasoning
inferred← citeshttps://doi.org/10.1007/s10462-009-9100-2openalex-snapshot
P2P case storage and retrieval with an unspecified ontology
inferred← citeshttps://doi.org/10.1007/s11257-007-9042-9openalex-snapshot
Mediation of user models for enhanced personalization in recommender systems
inferred← citeshttps://doi.org/10.1016/j.artint.2004.05.005openalex-snapshot
Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis
inferred← citeshttps://doi.org/10.1016/j.cie.2006.07.004openalex-snapshot
Ensemble based on GA wrapper feature selection
inferred← citeshttps://doi.org/10.1016/j.cogsys.2012.12.003openalex-snapshot
Effective and efficient forgetting of learned knowledge in Soar’s working and procedural memories
inferred← citeshttps://doi.org/10.1016/j.cose.2004.02.004openalex-snapshot
Keystroke dynamics identity verification—its problems and practical solutions
inferred← citeshttps://doi.org/10.1016/j.eswa.2007.11.037openalex-snapshot
Managing irrelevant knowledge in CBR models for unsolicited e-mail classification
inferred← citeshttps://doi.org/10.1016/j.eswa.2018.12.036openalex-snapshot
Case-base maintenance of a personalised and adaptive CBR bolus insulin recommender system for type 1 diabetes
inferred← citeshttps://doi.org/10.1016/j.knosys.2006.05.003openalex-snapshot
Intelligent index selection for case-based reasoning
inferred← citeshttps://doi.org/10.1016/j.knosys.2010.08.003openalex-snapshot
Adaptive case-based reasoning using retention and forgetting strategies
inferred← citeshttps://doi.org/10.1016/j.knosys.2015.07.034openalex-snapshot
Case-based maintenance: Structuring and incrementing the case base
inferred← citeshttps://doi.org/10.1016/j.knosys.2020.106374openalex-snapshot
Fast anytime retrieval with confidence in large-scale temporal case bases
inferred← citeshttps://doi.org/10.1016/s0004-3702(98)00059-9openalex-snapshot
Adaptation-guided retrieval: questioning the similarity assumption in reasoning
inferred← citeshttps://doi.org/10.1016/s0933-3657(00)00065-8openalex-snapshot
Stability problems with artificial neural networks and the ensemble solution
inferred← citeshttps://doi.org/10.1016/s0933-3657(01)00075-6openalex-snapshot
Multiple representations and multi-modal reasoning in medical diagnostic systems
inferred← citeshttps://doi.org/10.1017/s0269888906000646openalex-snapshot
Retrieval, reuse, revision and retention in case-based reasoning
inferred← citeshttps://doi.org/10.1017/s0269888906000683openalex-snapshot
Distributed case-based reasoning
inferred← citeshttps://doi.org/10.1023/a:1008359125752openalex-snapshot
An Interactive Visualisation Tool for Case-Based Reasoners
inferred← citeshttps://doi.org/10.1109/69.956101openalex-snapshot
Hierarchical case-based reasoning integrating case-based and decompositional problem-solving techniques for plant-control software design
inferred← citeshttps://doi.org/10.1109/csb.2004.1332439openalex-snapshot
Weighting features to recognize 3D patterns of electron density in x-ray protein crystallography
inferred← citeshttps://doi.org/10.1109/gcce.2018.8574871openalex-snapshot
Approval Deletion Model for Case-based Maintenance of Case-based Reasoning System
inferred← citeshttps://doi.org/10.1109/icmla.2004.1383539openalex-snapshot
Efficient retrieval of electron density patterns for modeling proteins by X-ray crystallography
inferred← citeshttps://doi.org/10.1109/kdex.1997.629864openalex-snapshot
Hypothesis testing approach on noisy cases in RICAD
inferred← citeshttps://doi.org/10.1109/tpds.2011.306openalex-snapshot
Analyzing Massive Machine Maintenance Data in a Computing Cloud
inferred← citeshttps://doi.org/10.1111/0824-7935.00140openalex-snapshot
Maintaining Case‐Based Reasoners: Dimensions and Directions
inferred← citeshttps://doi.org/10.1111/j.1468-0394.2007.00423.xopenalex-snapshot
Categorizing approaches combining rule‐based and case‐based reasoning
inferred← citeshttps://doi.org/10.1145/1102351.1102431openalex-snapshot
Recycling data for multi-agent learning
inferred← citeshttps://doi.org/10.1145/2799979.2799990openalex-snapshot
Case based analysis in information security incidents management system
inferred← citeshttps://doi.org/10.1186/s13673-019-0171-zopenalex-snapshot
Hybrid case-base maintenance approach for modeling large scale case-based reasoning systems
inferred← citeshttps://doi.org/10.1609/aaai.v26i1.8151openalex-snapshot
A Multi-Domain Evaluation of Scaling in a General Episodic Memory
inferred← citeshttps://doi.org/10.1609/aaai.v28i1.8989openalex-snapshot
Adaptation-Guided Case Base Maintenance
inferred← citeshttps://doi.org/10.2200/s00490ed1v01y201303aim020openalex-snapshot
Case-Based Reasoning: A Concise Introduction
inferred← citeshttps://doi.org/10.23939/sisn2026.19.180openalex-snapshot
Case Knowledge Organization in Intelligent Physical Security System for Residential Community
inferred← citeshttps://doi.org/10.5075/epfl-thesis-2750openalex-snapshot
Performance enhancement of active structures during service lives
inferred← citeshttps://doi.org/10.5591/978-1-57735-516-8/ijcai11-288openalex-snapshot
On the role of domain knowledge in analogy-based story generation
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