A case base similarity framework

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Abstract

Case based systems typically retrieve cases from the case base by applying similarity measures. The measures are usually constructed in an ad hoc manner. This paper presents a theoretical framework for the systematic construction of similarity measures. In addition to paving the way to a design methodology for similarity measures, this systematic approach facilitates the identification of opportunities for parallelisation in case base retrieval.

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Osborne, H. R., & Bridge, D. G. (1996). A case base similarity framework. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1168, pp. 309–323). Springer Verlag. https://doi.org/10.1007/BFb0020619

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