Adaptation Knowledge from the Case Base
Case adaptation continues to be one of the more difficult aspects of case-based reasoning to automate. This paper looks at several techniques for utilising the implicit knowledge contained in a case base for case adaptation in case-based reasoning systems. The most significant of the techniques prop...
| Main Authors: | , , |
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| Format: | Book Chapter |
| Published: |
Springer-Verlag
2007
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| Online Access: | http://hdl.handle.net/20.500.11937/20481 |
| _version_ | 1848750316626903040 |
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| author | Main, J. Dillon, Tharam S. Witten, M. |
| author_facet | Main, J. Dillon, Tharam S. Witten, M. |
| author_sort | Main, J. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Case adaptation continues to be one of the more difficult aspects of case-based reasoning to automate. This paper looks at several techniques for utilising the implicit knowledge contained in a case base for case adaptation in case-based reasoning systems. The most significant of the techniques proposed are a moderately successful data mining technique and a highly successful artificial neural network technique. Their effectiveness was evaluated on a footwear design problem. |
| first_indexed | 2025-11-14T07:34:54Z |
| format | Book Chapter |
| id | curtin-20.500.11937-20481 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:34:54Z |
| publishDate | 2007 |
| publisher | Springer-Verlag |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-204812018-10-02T05:13:11Z Adaptation Knowledge from the Case Base Main, J. Dillon, Tharam S. Witten, M. Case adaptation continues to be one of the more difficult aspects of case-based reasoning to automate. This paper looks at several techniques for utilising the implicit knowledge contained in a case base for case adaptation in case-based reasoning systems. The most significant of the techniques proposed are a moderately successful data mining technique and a highly successful artificial neural network technique. Their effectiveness was evaluated on a footwear design problem. 2007 Book Chapter http://hdl.handle.net/20.500.11937/20481 10.1007/978-3-540-76928-6_59 Springer-Verlag fulltext |
| spellingShingle | Main, J. Dillon, Tharam S. Witten, M. Adaptation Knowledge from the Case Base |
| title | Adaptation Knowledge from the Case Base |
| title_full | Adaptation Knowledge from the Case Base |
| title_fullStr | Adaptation Knowledge from the Case Base |
| title_full_unstemmed | Adaptation Knowledge from the Case Base |
| title_short | Adaptation Knowledge from the Case Base |
| title_sort | adaptation knowledge from the case base |
| url | http://hdl.handle.net/20.500.11937/20481 |