Distance Function Learning for Supervised Similarity Assessment

Case-Based Reasoning on Images and Signals, pp. 91-126, 2008.

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Abstract:

Assessing the similarity between cases is a prerequisite for many case-based reasoning tasks. This chapter centers on distance function learning for supervised similarity assessment. First a framework for supervised similarity assessment is introduced. Second, three supervised distance function learning approaches from the areas of patt...More

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