A reactualization formula for joining multiple classes in hierarchical classification

A reactualization formula for joining multiple classes in hierarchical classification

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Article ID: iaor19891164
Country: France
Volume: 23
Issue: 2
Start Page Number: 151
End Page Number: 163
Publication Date: May 1989
Journal: RAIRO Operations Research
Authors:
Abstract:

The paper considers the frequently observed situation where several class pairs correspond-simultaneously-to the highest value of the proximity index between classes, in the building of hierarchical classification, by an agglomerative procedure. The usual way consists of applying several times a reactualization formula, before going on the next level of the classification tree. It proposes only one reactualization, by the means of a formula taking into account the joining of more than two classes. This formula is established for the most classical association criteria between classes.

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