Communications of the ACM - Special issue on parallelism
Artificial Intelligence Review - Special issue on lazy learning
Knowledge intensive exception spaces
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Dynamically Creating Indices for Two Million Cases: A Real World Problem
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Case Memory and Retrieval Based on the Immune System
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
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
Towards Dynamic Maintenance of Retrieval Knowledge in CBR
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
Learning Adaptation Rules from a Case-Base
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Remembering to add: competence-preserving case-addition policies for case-base maintenance
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
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
Using introspective reasoning to refine indexing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Characterisation of a Novel Indexing Technique for Case-Based Reasoning
Artificial Intelligence Review
Intelligent index selection for case-based reasoning
Knowledge-Based Systems
WBE '08 Proceedings of the Seventh IASTED International Conference on Web-based Education
Semantic search using modular ontology learning and case-based reasoning
Proceedings of the 2010 EDBT/ICDT Workshops
Efficient real time maintenance of retrieval knowledge in case-based reasoning
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Engineering Applications of Artificial Intelligence
Temporal data mining for smart homes
Designing Smart Homes
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In this paper, we present three techniques for knowledge discovery in case-based reasoning. The first two techniques D-HS and D-HS+SR are concerned with the discovery of similarity knowledge and operate on an uncompacted case-base while the third technique D-HS+PSR is concerned with the discovery of both similarity and case knowledge and operates on a compacted case-base. All three techniques provide a very efficient and competent means of similarity determination in CBR, which are empirically shown to be up to 25 times faster than k-NN without any loss in competency. D-HS+PSR proposes a novel approach to automatically engineering compact case-bases with a minimal overhead to the system, compared to other approaches such as case deletion/addition. Additionally as the approach provides a means for automatically reducing the number of cases required in the case-base without any loss in problem solving competency it has the greatest implication of the three techniques for reducing the effects of the utility problem in CBR.