Quantitative results concerning the utility of explanation-based learning
Artificial Intelligence
Process models for design synthesis
AI Magazine
Design problem solving: a task analysis
AI Magazine
AI Magazine
De´ja` Vu: a hierarchical case-based reasoning system for software design
ECAI '92 Proceedings of the 10th European conference on Artificial intelligence
Information Filtering: Selection Mechanisms in Learning Systems
Machine Learning
Synthesis of UNIX Programs Using Derivational Analogy
Machine Learning
Automatically generating abstractions for planning
Artificial Intelligence
Downward refinement and the efficiency of hierarchical problem solving
Artificial Intelligence
Adaptation-guided retrieval: questioning the similarity assumption in reasoning
Artificial Intelligence
Planning and Learning by Analogical Reasoning
Planning and Learning by Analogical Reasoning
Planning the Software Industrial Revolution
IEEE Software
The Challenge of Building Process-Control Software
IEEE Software
The Utility Problem Analysed: A Case-Based Reasoning Perspective
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Systems, Tasks and Adaptation Knowledge: Revealing Some Revealing Dependencies
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Building and refining abstract planning cases by change of representation language
Journal of Artificial Intelligence Research
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
Stratified case-based reasoning: reusing hierarchical problem solving episodes
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
The Application of Case Based Reasoning on Q&A System
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Case Representation Issues for Case-Based Reasoning from Ensemble Research
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A Case Based System for Oil and Gas Well Design
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
A Case Based System for Oil and Gas Well Design with Risk Assessment
Applied Intelligence
Time series extrapolation using hierarchical case-based reasoning
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
A hierarchical approach for the redesign of chemical processes
Knowledge and Information Systems
Redesign support framework for complex technical processes
AI Communications
Case Authoring: From Textual Reports to Knowledge-Rich Cases
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Abstract Models for Redesign of Technical Processes
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A rule-based CBR approach for expert finding and problem diagnosis
Expert Systems with Applications: An International Journal
A Model for Personalized Web-Scale Case Base Maintenance
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
A content account of creative analogies in biologically inspired design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A new similarity measure in formal concept analysis for case-based reasoning
Expert Systems with Applications: An International Journal
A recommender mechanism based on case-based reasoning
Expert Systems with Applications: An International Journal
A case-based approach for indoor location
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
On-the-Fly adaptive planning for game-based learning
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Journal of Computational Methods in Sciences and Engineering
A new case-based classification using incremental concept lattice knowledge
Data & Knowledge Engineering
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Case-based reasoning (CBR) is an artificial intelligence technique that emphasises the role of past experience during future problem solving. New problems are solved by retrieving and adapting the solutions to similar problems, solutions that have been stored and indexed for future reuse as cases in a case-base. The power of CBR is severely curtailed if problem solving is limited to the retrieval and adaptation of a single case so most CBR systems dealing with complex problem solving tasks have to use multiple cases. This paper describes and evaluates the technique of hierarchical case-based reasoning, which allows complex problems to be solved by reusing multiple cases at various levels of abstraction. The technique is described in the context of Déjà Vu, a CBR system aimed at automating plant-control software design.