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
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;
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
DOI :
10.1109/ISIMP.2004.1434024