Quantitative results concerning the utility of explanation-based learning
Artificial Intelligence
Instance-Based Learning Algorithms
Machine Learning
Retrieving semantically distant analogies with knowledge-directed spreading activation
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Flexible strategy learning: analogical replay of problem solving episodes
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Adaptation-guided retrieval: questioning the similarity assumption in reasoning
Artificial Intelligence
An Underlying Memory Model to Support Case Retrieval
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
A Criterion of Comparison Between two Case Bases
EWCBR '94 Selected papers from the Second European Workshop on Advances in Case-Based Reasoning
Applying Case Retrieval Nets to Diagnostic Tasks in Technical Domains
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Fish and Shrink. A Next Step Towards Efficient Case Retrieval in Large-Scale Case Bases
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Modelling the Competence of Case-Bases
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Remembering to forget: a competence-preserving case deletion policy for case-based reasoning systems
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Case-based similarity assessment: estimating adaptability from experience
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Competence Model and Their Applications
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Competence-Guided Case-Base Editing Techniques
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Remembering Why to Remember: Performance-Guided Case-Base Maintenance
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Efficient Similarity Determination and Case Construction Techniques for Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
When Two Case Bases Are Better than One: Exploiting Multiple Case Bases
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
An Accurate Adaptation-Guided Similarity Metric for Case-Based Planning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Methodological Assistance for Integrating Data Quality Evaluations into Case-Based Reasoning Systems
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
An Analysis of Research Themes in the CBR Conference Literature
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Dimensions of Case-Based Reasoner Quality Management
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Maintaining Footprint-Based Retrieval for Case Deletion
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Kernel functions for case-based planning
Artificial Intelligence
Distributed learning with data reduction
Transactions on computational collective intelligence IV
Self-organising hierarchical retrieval in a case-agent system
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Case-base maintenance for CCBR-based process evolution
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
The utility problem for lazy learners - towards a non-eager approach
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Detecting change via competence model
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Ontology-Aided product classification: a nearest neighbour approach
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Similarity-Based Retrieval With Structure-Sensitive Sparse Binary Distributed Representations
Computational Intelligence
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The success of a case-based reasoning system depends critically on the performance of the retrieval algorithm used and, specifically, on its efficiency, competence, and quality characteristics. In this paper we describe a novel retrieval technique that is guided by a model of case competence and that, as a result, benefits from superior efficiency, competence and quality features.