Quantitative results concerning the utility of explanation-based learning
Artificial Intelligence
Instance-Based Learning Algorithms
Machine Learning
Selecting typical instances in instance-based learning
ML92 Proceedings of the ninth international workshop on Machine learning
Information Filtering: Selection Mechanisms in Learning Systems
Machine Learning
Case-based reasoning
Adaptation-guided retrieval: questioning the similarity assumption in reasoning
Artificial Intelligence
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
A Comparitive Utility Analysis of Case-Based Reasoning and Control-Rule Learning Systems
ECML '95 Proceedings of the 8th European Conference on Machine Learning
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
The Utility Problem Analysed: A Case-Based Reasoning Perspective
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
Finding Prototypes For Nearest Neighbor Classifiers
IEEE Transactions on Computers
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
A Method for Predicting Solutions in Case-Based Problem Solving
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Automatic Case Base Management in a Multi-modal Reasoning System
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Collaborative Maintenance - A Distributed, Interactive Case-Base Maintenance Strategy
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
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
Deleting and Building Sort Out Techniques for Case Base Maintenance
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Rough Sets Reduction Techniques for Case-Based Reasoning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Releasing Memory Space through a Case-Deletion Policy with a Lower Bound for Residual Competence
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Learning and Applying Case-Based Adaptation Knowledge
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Helping a CBR Program Know What It Knows
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
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
Exploiting Past Experience --- Case-Based Decision Support for Soccer Agents
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Understanding Dubious Future Problems
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
Prototype-based management of business process exception cases
Applied Intelligence
Adaptive case-based reasoning using retention and forgetting strategies
Knowledge-Based Systems
Evaluating case selection algorithms for analogical reasoning systems
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
More or better: on trade-offs in compacting textual problem solution repositories
Proceedings of the 20th ACM international conference on Information and knowledge management
An ensemble of case-based classifiers for high-dimensional biological domains
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Case-base maintenance for CCBR-based process evolution
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Complexity profiling for informed case-base editing
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Unsupervised feature selection for text data
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
How many cases do you need? assessing and predicting case-base coverage
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
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Case-based reasoning systems solve problems by reusing a corpus of previous problem solving experience stored as a case-base of individual problem solving cases. In this paper we describe a new technique for constructing compact competent case-bases. The technique is novel in its use of an explicit model of case competence. This allows cases to be selected on the basis of their individual competence contributions. An experimental study shows how this technique compares favorably to more traditional strategies across a range of standard data-sets.