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Problemy Peredachi Informatsii, 2007, Volume 43, Issue 3, Pages 3–27 (Mi ppi15)  
This article is cited in 6 scientific papers (total in 6 papers)

Information Theory

Normalized Information-Based Divergences

J.-F. Coeurjollya, R. Drouilhet, J.-F. Robineau

a Université Pierre Mendès France - Grenoble 2
Full-text PDF (2396 kB) Citations (6)
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Abstract: This paper is devoted to the mathematical study of some divergences based on mutual information which are well suited to categorical random vectors. These divergences are generalizations of the “entropy distance” and “information distance.” Their main characteristic is that they combine a complexity term and the mutual information. We then introduce the notion of (normalized) information-based divergence, propose several examples, and discuss their mathematical properties, in particular, in some prediction framework.
Received: 11.04.2006
Revised: 16.05.2007
English version:
Problems of Information Transmission, 2007, Volume 43, Issue 3, Pages 167–189
DOI: https://doi.org/10.1134/S0032946007030015
Bibliographic databases:
Document Type: Article
UDC: 621.391.1:519.2
Language: Russian
Citation: J.-F. Coeurjolly, R. Drouilhet, J.-F. Robineau, “Normalized Information-Based Divergences”, Probl. Peredachi Inf., 43:3 (2007), 3–27; Problems Inform. Transmission, 43:3 (2007), 167–189
Citation in format AMSBIB
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    • This publication is cited in the following 6 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Проблемы передачи информации Problems of Information Transmission
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    Abstract page:408
    Full-text PDF :132
    References:33
    First page:17
     
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