Topics in Case-Based Reasoning First European Workshop, EWCBR-93, Kaiserslautern, Germany, November 1-5, 1993. Selected Papers
This volume presents the 36 full refereed papers selected from the presentations at the First European Workshop on Case-Based Reasoning, held at Kaiserslautern, Germany in November 1993. Case-based reasoning (CBR) has recently attracted much interest among AI researchers: it supports knowledge acqui...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1994, 1994
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| Edition: | 1st ed. 1994 |
| Series: | Lecture Notes in Artificial Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Understanding creativity: A case-based approach
- Analogical asides on case-based reasoning
- PRODILOGY/ANALOGY: Analogical reasoning in general problem solving
- A knowledge level model of knowledge-based reasoning
- Learning prediction of time series. A theoretical and empirical comparison of CBR with some other approaches
- Case-based and symbolic classification
- A Similarity metric for retrieval of cases imperfectly explained
- Similarity measures for structured representations
- A rule-based similarity measure
- An underlying memory model to support case retrieval
- Massively parallel case-based reasoning with probabilistic similarity metrics
- Similarity evaluation between observed behaviours for the prediction of processes
- Using k-d trees to improve the retrieval step in case-based reasoning
- Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks
- Integrating semantic structure and technical documentation in case-based service support Systems
- Case-based information retrieval
- Case-based reasoning for network management
- Case-based reasoning in a simulation environment for biological neural networks
- Integrated case-based building design
- Case-deliverer: Making cases relevant to the task at hand
- A first study on case-based planning in organic synthesis
- Structural similarity as guidance in case-based design
- Retrieving adaptable cases
- Adaptation through interpolation for time-critical case-based reasoning
- Knowledge engineering requirements in derivational analogy
- Incorporating (Re)-interpretation in case-based reasoning
- PBL: Prototype-based learning algorithm
- Explanation-driven case-based reasoning
- A reflective architecture for integrated memory-based learning and reasoning
- A hybrid knowledge-based system for technical diagnosis learning and assistance
- Tuning rules by cases
- Using case-based reasoning to focus model-based diagnostic problem solving
- A logical representation for relevance criteria
- Multiple explanation patterns
- The application of case-based reasoning to the tasks of health care planning
- A priori selection of mesh densities for adaptive finite element analysis, using a case-based reasoning approach