Markov Models to Classify M. tuberculosis Spoligotypes

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	Similar Articles Articles by Georges Valetudie Articles by Jacky Desachy Articles by Christophe Sola

21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07)

Niagara Falls, Ontario, Canada

May 21-May 23

ISBN: 0-7695-2847-3

	ASCII Text	x
	Georges Valetudie, Jacky Desachy, Christophe Sola, "Markov Models to Classify M. tuberculosis Spoligotypes," Advanced Information Networking and Applications Workshops, International Conference on, vol. 1, pp. 668-671, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 2007.

	BibTex	x
	@article{ 10.1109/AINAW.2007.229, author = {Georges Valetudie and Jacky Desachy and Christophe Sola}, title = {Markov Models to Classify M. tuberculosis Spoligotypes}, journal ={Advanced Information Networking and Applications Workshops, International Conference on}, volume = {1}, year = {2007}, isbn = {0-7695-2847-3}, pages = {668-671}, doi = {http://doi.ieeecomputersociety.org/10.1109/AINAW.2007.229}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Advanced Information Networking and Applications Workshops, International Conference on TI - Markov Models to Classify M. tuberculosis Spoligotypes SN - 0-7695-2847-3 SP668 EP671 A1 - Georges Valetudie, A1 - Jacky Desachy, A1 - Christophe Sola, PY - 2007 KW - null VL - 1 JA - Advanced Information Networking and Applications Workshops, International Conference on ER -

Georges Valetudie, Universite Antilles-Guyane, France

Jacky Desachy, Universite Antilles-Guyane, France

Christophe Sola, Institute Pasteur de Guadeloupe, France

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AINAW.2007.229

In this paper we use Markov Models to classify automatically spoligotypes. A spoligotype is a sequence of 43 binary values provided by a DNA analysis technique. These methods, robust and well adapted to sequential data, allow us to generate a model on the basis of probabilities, calculated directly on the observations. We use these techniques to create one classifier for each searched class.

Citation:

Georges Valetudie, Jacky Desachy, Christophe Sola, "Markov Models to Classify M. tuberculosis Spoligotypes," ainaw, vol. 1, pp.668-671, 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 2007

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