The algorithm design manual
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
Modelling the Competence of Case-Bases
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
On Quality Measures for Case Base Maintenance
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Maintaining Unstructured Case Base
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Refining Conversational Case Libraries
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Remembering to Add: Competence-preserving Case-Addition Policies for Case Base Maintenance
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
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
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
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The maintenance of case-based reasoning systems is remarkably important for the continuous working ability of case-based reasoning applications. To ensure the utility of these applications case properties like correctness, consistency, incoherence, minimality, and uniqueness are applied to measure the quality of the underlying case base. Based on the case properties, the conflict graph presents a novel visualization of conflicts between cases and provides a technique on how to eliminate these conflicts and therefore maintain the quality of a case base. An evaluation on ten real world case bases shows the applicability of the introduced technique.