DocumentCode
3246409
Title
Kullback-Leibler dissimilarity of Markov models for phylogenetic tree reconstruction
Author
Pham, Tuan D. ; Crane, Denis I. ; Tannock, David ; Beck, Dominik
Author_Institution
Sch. of Comput. & Inf. Technol., Griffith Univ., Australia
fYear
2004
fDate
20-22 Oct. 2004
Firstpage
157
Lastpage
160
Abstract
We introduce the Kullback-Leibler dissimilarity measure of Markov-chain models for unaligned DNA sequences with application to the phylogenetic tree reconstruction of complete mammalian mitochondrial genomes. The tree obtained by our approach is generally in agreement with those obtained from other methods. Our proposed method is computationally efficient and very easy for computer implementation.
Keywords
DNA; Markov processes; biology computing; genetics; Kullback-Leibler dissimilarity; Markov models; Markov-chain models; bioinformatics; computational biology; mammalian mitochondrial genomes; phylogenetic tree reconstruction; unaligned DNA sequences; Bioinformatics; Biological system modeling; Biology computing; Biomedical computing; Biomedical measurements; DNA computing; Information technology; Intelligent systems; Phylogeny; Sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN
0-7803-8687-6
Type
conf
DOI
10.1109/ISIMP.2004.1434024
Filename
1434024
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