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BMCBI
2006
198views more  BMCBI 2006»
15 years 6 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...
BMCBI
2006
124views more  BMCBI 2006»
15 years 6 months ago
ZCURVE_V: a new self-training system for recognizing protein-coding genes in viral and phage genomes
Background: It necessary to use highly accurate and statistics-based systems for viral and phage genome annotations. The GeneMark systems for gene-finding in virus and phage genom...
Feng-Biao Guo, Chun-Ting Zhang
BMCBI
2006
118views more  BMCBI 2006»
15 years 6 months ago
Exploration of biological network centralities with CentiBiN
Background: The elucidation of whole-cell regulatory, metabolic, interaction and other biological networks generates the need for a meaningful ranking of network elements. Central...
Björn H. Junker, Dirk Koschützki, Falk S...
BMCBI
2006
92views more  BMCBI 2006»
15 years 6 months ago
Similarity-based gene detection: using COGs to find evolutionarily-conserved ORFs
Background: Experimental verification of gene products has not kept pace with the rapid growth of microbial sequence information. However, existing annotations of gene locations c...
Bradford C. Powell, Clyde A. Hutchison III
BMCBI
2006
120views more  BMCBI 2006»
15 years 6 months ago
Optimizing amino acid substitution matrices with a local alignment kernel
Background: Detecting remote homologies by direct comparison of protein sequences remains a challenging task. We had previously developed a similarity score between sequences, cal...
Hiroto Saigo, Jean-Philippe Vert, Tatsuya Akutsu