Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Developing creative hypotheses by adapting explanations
Developing creative hypotheses by adapting explanations
Case-based reasoning
Evaluating Explanations: A Content Theory
Evaluating Explanations: A Content Theory
Dynamic Memory: A Theory of Reminding and Learning in Computers and People
Dynamic Memory: A Theory of Reminding and Learning in Computers and People
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Interactive Case-Based Planning for Forest Fire Management
Applied Intelligence
Conversational Case-Based Reasoning
Applied Intelligence
Towards a Unified Theory of Adaption in Case-Based Reasoning
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Modelling the CBR Life Cycle Using Description Logics
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning 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
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
A regression based adaptation strategy for case-based reasoning
Eighteenth national conference on Artificial intelligence
Hybrid approach for case adaptation
Design and application of hybrid intelligent systems
Learning adaptation knowledge to improve case-based reasoning
Artificial Intelligence
SUBSTITUTIONAL ADAPTATION IN CASE-BASED REASONING: A GENERAL FRAMEWORK APPLIED TO P-TRUCK CURING
Applied Artificial Intelligence
Case-Based Reasoning Adaptation for High Dimensional Solution Space
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Using Case Provenance to Propagate Feedback to Cases and Adaptations
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Knowledge and intelligent computing system in medicine
Computers in Biology and Medicine
Opportunistic Adaptation Knowledge Discovery
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Learning to integrate multiple knowledge sources for case-based reasoning
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Case base mining for adaptation knowledge acquisition
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Acquiring a robust case base for the robot soccer domain
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Using case-base data to learn adaptation knowledge for design
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Case-based adaptation for automotive engine electronic control unit calibration
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Introspective learning to build case-based reasoning (CBR) knowledge containers
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
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
Towards a general framework for substitutional adaptation in case-based reasoning
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Expert Systems with Applications: An International Journal
Engineering and learning of adaptation knowledge in case-based reasoning
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Proceedings of the 21st international conference companion on World Wide Web
Supporting adaptive clinical treatment processes through recommendations
Computer Methods and Programs in Biomedicine
Metadata support to retrieve and revise solutions in case-based reasoning
International Journal of Metadata, Semantics and Ontologies
Hi-index | 0.00 |
The ability of case-based reasoning (CBR) systems to apply cases to novel situations depends on their case adaptation knowledge. However, endowing CBR systems with adequate adaptation knowledge has proven to be a very difficult task. This paper describes a hybrid method for performing case adaptation, using a combination of rule-based and case-based reasoning. It shows how this approach provides a framework for acquiring flexible adaptation knowledge from experiences with autonomous adaptation and suggests its potential as a basis for acquisition of adaptation knowledge from interactive user guidance. It also presents initial experimental results examining the benefits of the approach and comparing the relative contributions of case learning and adaptation learning to reasoning performance.