Topics in Case-Based Reasoning

Understanding creativity: A case-based approach....Pages 1-20
Analogical asides on case-based reasoning....Pages 21-32
PRODILOGY/ANALOGY: Analogical reasoning in general problem solving....Pages 33-50
A knowledge level model of knowledge-based reasoning....Pages 51-64
Learning prediction of time series. A theoretical and empirical comparison of CBR with some other approaches....Pages 65-76
Case-based and symbolic classification....Pages 77-91
A Similarity metric for retrieval of cases imperfectly explained....Pages 92-105
Similarity measures for structured representations....Pages 106-118
A rule-based similarity measure....Pages 119-131
An underlying memory model to support case retrieval....Pages 132-143
Massively parallel case-based reasoning with probabilistic similarity metrics....Pages 144-154
Similarity evaluation between observed behaviours for the prediction of processes....Pages 155-166
Using k -d trees to improve the retrieval step in case-based reasoning....Pages 167-181
Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks....Pages 182-196
Structural similarity as guidance in case-based design....Pages 197-208
Retrieving adaptable cases....Pages 209-220
Adaptation through interpolation for time-critical case-based reasoning....Pages 221-233
Knowledge engineering requirements in derivational analogy....Pages 234-245
Incorporating (Re)-interpretation in case-based reasoning....Pages 246-260
PBL: Prototype-based learning algorithm....Pages 261-273
Explanation-driven case-based reasoning....Pages 274-288
A reflective architecture for integrated memory-based learning and reasoning....Pages 289-300
A hybrid knowledge-based system for technical diagnosis learning and assistance....Pages 301-312
Tuning rules by cases....Pages 313-324
Using case-based reasoning to focus model-based diagnostic problem solving....Pages 325-337
A logical representation for relevance criteria....Pages 338-352
Multiple explanation patterns....Pages 353-364
The application of case-based reasoning to the tasks of health care planning....Pages 365-378
 A priori selection of mesh densities for adaptive finite element analysis, using a case-based reasoning approach....Pages 379-391
Integrating semantic structure and technical documentation in case-based service support Systems....Pages 392-403
Case-based information retrieval....Pages 404-413
Case-based reasoning for network management....Pages 414-423
Case-based reasoning in a simulation environment for biological neural networks....Pages 424-435
Integrated case-based building design....Pages 436-445
Case-deliverer: Making cases relevant to the task at hand....Pages 446-457
A first study on case-based planning in organic synthesis....Pages 458-469