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» Generalization Methods in Bioinformatics
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TSMC
2008
105views more  TSMC 2008»
15 years 2 months ago
Gene Identification: Classical and Computational Intelligence Approaches
: Automatic identification of genes has been an actively researched area of Bioinformatics. Compared to earlier attempts for finding genes, the recent techniques are significantly ...
Sanghamitra Bandyopadhyay, Ujjwal Maulik, D. Roy
103
Voted
ICML
2007
IEEE
16 years 3 months ago
Local dependent components
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...
Arto Klami, Samuel Kaski
CSB
2005
IEEE
128views Bioinformatics» more  CSB 2005»
15 years 4 months ago
Application of a Generalized MWC Model for the Mathematical Simulation of Metabolic Pathways Regulated by Allosteric Enzymes
In our effort to elucidate the systems biology of the model organism, Escherichia coli, we have developed a mathematical model that simulates the allosteric regulation for threoni...
Tarek S. Najdi, Chin-Rang Yang, Bruce E. Shapiro, ...
BIBE
2007
IEEE
132views Bioinformatics» more  BIBE 2007»
15 years 8 months ago
Morphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study
—A computational framework is presented for surface based morphometry to localize shape changes between groups of 3D objects. It employs the spherical harmonic (SPHARM) method fo...
Li Shen, Andrew J. Saykin, Moo K. Chung, Heng Huan...
CSB
2005
IEEE
151views Bioinformatics» more  CSB 2005»
15 years 8 months ago
Analysis of SNP-Expression Association Matrices
High throughput expression profiling and genotyping technologies provide the means to study the genetic determinants of population variation in gene expression variation. In this ...
Anya Tsalenko, Roded Sharan, Hege Edvardsen, Vesse...