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BMCBI
2006
201views more  BMCBI 2006»
13 years 9 months ago
Gene selection algorithms for microarray data based on least squares support vector machine
Background: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary ...
E. Ke Tang, Ponnuthurai N. Suganthan, Xin Yao
BMCBI
2006
123views more  BMCBI 2006»
13 years 9 months ago
An Automated Method for Rapid Identification of Putative Gene Family Members in Plants
Background: Gene duplication events have played a significant role in genome evolution, particularly in plants. Exhaustive searches for all members of a known gene family as well ...
Ronald L. Frank, Ajay Mane, Fikret Erçal
BMCBI
2006
90views more  BMCBI 2006»
13 years 9 months ago
A Fourier Transformation based Method to Mine Peptide Space for Antimicrobial Activity
Background: Naturally occurring antimicrobial peptides are currently being explored as potential candidate peptide drugs. Since antimicrobial peptides are part of the innate immun...
Vijayaraj Nagarajan, Navodit Kaushik, Beddhu Mural...
BMCBI
2006
202views more  BMCBI 2006»
13 years 9 months ago
Integrated biclustering of heterogeneous genome-wide datasets for the inference of global regulatory networks
Background: The learning of global genetic regulatory networks from expression data is a severely under-constrained problem that is aided by reducing the dimensionality of the sea...
David J. Reiss, Nitin S. Baliga, Richard Bonneau
BMCBI
2006
106views more  BMCBI 2006»
13 years 9 months ago
Gene and protein nomenclature in public databases
Background: Frequently, several alternative names are in use for biological objects such as genes and proteins. Applications like manual literature search, automated text-mining, ...
Katrin Fundel, Ralf Zimmer
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