Chromosome Classification Using Continuous Hidden Markov Models
Identifieur interne : 001738 ( Main/Exploration ); précédent : 001737; suivant : 001739Chromosome Classification Using Continuous Hidden Markov Models
Auteurs : César Martínez [Argentine] ; Héctor García [Espagne] ; Alfons Juan [Espagne] ; Francisco Casacuberta [Espagne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2003.
Abstract
Abstract: Up-to-date results on the application of Markov models to chromosome analysis are presented. On the one hand, this means using continuous Hidden Markov Models (HMMs) instead of discrete models. On the other hand, this also means to conduct empirical tests on the same large chromosome datasets that are currently used to evaluate state-of-the-art classifiers. It is shown that the use of continuous HMMs allows to obtain error rates that are very close to those provided by the most accurate classifiers.
Url:
DOI: 10.1007/978-3-540-44871-6_58
Affiliations:
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On the one hand, this means using continuous Hidden Markov Models (HMMs) instead of discrete models. On the other hand, this also means to conduct empirical tests on the same large chromosome datasets that are currently used to evaluate state-of-the-art classifiers. It is shown that the use of continuous HMMs allows to obtain error rates that are very close to those provided by the most accurate classifiers.</div></front></TEI><affiliations><list><country><li>Argentine</li><li>Espagne</li></country></list><tree><country name="Argentine"><noRegion><name sortKey="Martinez, Cesar" sort="Martinez, Cesar" uniqKey="Martinez C" first="César" last="Martínez">César Martínez</name></noRegion><name sortKey="Martinez, Cesar" sort="Martinez, Cesar" uniqKey="Martinez C" first="César" last="Martínez">César Martínez</name></country><country name="Espagne"><noRegion><name sortKey="Garcia, Hector" sort="Garcia, Hector" uniqKey="Garcia H" first="Héctor" last="García">Héctor García</name></noRegion><name sortKey="Casacuberta, Francisco" sort="Casacuberta, Francisco" uniqKey="Casacuberta F" first="Francisco" last="Casacuberta">Francisco Casacuberta</name><name sortKey="Casacuberta, Francisco" sort="Casacuberta, Francisco" uniqKey="Casacuberta F" first="Francisco" last="Casacuberta">Francisco Casacuberta</name><name sortKey="Garcia, Hector" sort="Garcia, Hector" uniqKey="Garcia H" first="Héctor" last="García">Héctor García</name><name sortKey="Juan, Alfons" sort="Juan, Alfons" uniqKey="Juan A" first="Alfons" last="Juan">Alfons Juan</name><name sortKey="Juan, Alfons" sort="Juan, Alfons" uniqKey="Juan A" first="Alfons" last="Juan">Alfons Juan</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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