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Probl. Peredachi Inf., 2007, Volume 43, Issue 3, Pages 3–27 (Mi ppi15)  

This article is cited in 3 scientific papers (total in 3 papers)

Information Theory

Normalized Information-Based Divergences

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

a Université Pierre Mendès France - Grenoble 2

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.

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English version:
Problems of Information Transmission, 2007, 43:3, 167–189

Bibliographic databases:

UDC: 621.391.1:519.2
Received: 11.04.2006
Revised: 16.05.2007

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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\paper Normalized Information-Based Divergences
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\pages 3--27
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\transl
\jour Problems Inform. Transmission
\yr 2007
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\issue 3
\pages 167--189
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    Citing articles on Google Scholar: Russian citations, English citations
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    This publication is cited in the following articles:
    1. Starek M.J., Vemula R., Slatton K.C., “Probabilistic Detection of Morphologic Indicators for Beach Segmentation with Multitemporal Lidar Measurements”, IEEE Trans. Geosci. Remote Sensing, 50:11, Part 2 (2012), 4759–4770  crossref  adsnasa  isi
    2. Osses A., Gallardo L., Faundez T., “Analysis and Evolution of Air Quality Monitoring Networks Using Combined Statistical Information Indexes”, Tellus Ser. B-Chem. Phys. Meteorol., 65 (2013), 19822  crossref  isi
    3. Kovacevic M., Stanojevic I., Senk V., “on the Entropy of Couplings”, Inf. Comput., 242 (2015), 369–382  crossref  mathscinet  zmath  isi
  • Проблемы передачи информации Problems of Information Transmission
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