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The Model based Similarity Metric

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2 Author(s)
Gueguen, L. ; GET-Telecom Paris ; Datcu, M.

This paper addresses the problem of building a compact representation of objects which enables to define a similarity measure. The key idea is to provide a mean to extract and represent the relevant information of an object. By integrating the minimum length description to an informational similarity metric, a new informational measure is proposed based on models. First, we make the strong assumption that for any object x there exists a model Mx such that K(x) = K(x | M x) + K(Mx)

Published in:

Data Compression Conference, 2007. DCC '07

Date of Conference:

27-29 March 2007