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CSB
2002
IEEE
221views Bioinformatics» more  CSB 2002»
13 years 9 months ago
DNA Sequence Compression Using the Burrows-Wheeler Transform
-- We investigate off-line dictionary oriented approaches to DNA sequence compression, based on the Burrows-Wheeler Transform (BWT). The preponderance of short repeating patterns i...
Donald A. Adjeroh, Yong Zhang, Amar Mukherjee, Mat...
CSB
2002
IEEE
121views Bioinformatics» more  CSB 2002»
13 years 9 months ago
Fast and Sensitive Algorithm for Aligning ESTs to Human Genome
There is a pressing need to align growing set of expressed sequence tags (ESTs) to newly sequenced human genome. The problem is, however, complicated by the exon/intron structure ...
Jun Ogasawara, Shinichi Morishita
CSB
2002
IEEE
109views Bioinformatics» more  CSB 2002»
13 years 9 months ago
Towards Automatic Clustering of Protein Sequences
Analyzing protein sequence data becomes increasingly important recently. Most previous work on this area has mainly focused on building classification models. In this paper, we i...
Jiong Yang, Wei Wang 0010
CSB
2002
IEEE
230views Bioinformatics» more  CSB 2002»
13 years 9 months ago
Prediction of Protein Function Using Protein-Protein Interaction Data
Assigning functions to novel proteins is one of the most important problems in the post-genomic era. Several approaches have been applied to this problem, including analyzing gene...
Minghua Deng, Kui Zhang, Shipra Mehta, Ting Chen, ...
CSB
2002
IEEE
169views Bioinformatics» more  CSB 2002»
13 years 9 months ago
Bayesian Network and Nonparametric Heteroscedastic Regression for Nonlinear Modeling of Genetic Network
We propose a new statistical method for constructing a genetic network from microarray gene expression data by using a Bayesian network. An essential point of Bayesian network con...
Seiya Imoto, SunYong Kim, Takao Goto, Sachiyo Abur...