Successful Case-based Reasoning Applications
Case-based reasoning offers tremendous advantages over other AI based techniques in all those fields where experiential knowledge is readily available. This research book presents a sample of successful applications of case-based reasoning. The contributions include: • Introduction to case-based rea...
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| Format: | Electrònic eBook |
| Idioma: | English |
| Publicat: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2010.
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| Edició: | 1st ed. 2010. |
| Periòdiques: | Studies in Computational Intelligence,
305 |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-3-642-14078-5 |
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| Sumari: | Case-based reasoning offers tremendous advantages over other AI based techniques in all those fields where experiential knowledge is readily available. This research book presents a sample of successful applications of case-based reasoning. The contributions include: • Introduction to case-based reasoning • Case-based reasoning for medical and industrial support systems • Industrial knowledge management applications • Decision making in small and medium enterprises • Heterogeneity in ontological CBR systems • The adaptation problem in medical case-based reasoning systems • Prototype-based classification in unbalanced biomedical problems • Case-based ranking for environmental risk assessment • Recipe advisor and menu creator The book is directed to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications. |
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| Descripció física: | X, 226 p. 107 illus., 3 illus. in color. online resource. |
| ISBN: | 9783642140785 |
| ISSN: | 1860-949X ; |