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    BIODATAMINING
    2008
    117views more  BIODATAMINING 2008»
    Search extension transforms Wiki into a relational system: A case for flavonoid metabolite database
    13 years 10 months ago
    Search extension transforms Wiki into a relational system: A case for flavonoid metabolite database
    Download  www.biodatamining.org
    Background: In computer science, database systems are based on the relational model founded by Edgar Codd in 1970. On the other hand, in the area of biology the word 'databas...
    Masanori Arita, Kazuhiro Suwa
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    BMCBI
    2010
    144views more  BMCBI 2010»
    Super-sparse principal component analyses for high-throughput genomic data
    13 years 10 months ago
    Super-sparse principal component analyses for high-throughput genomic data
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    Background: Principal component analysis (PCA) has gained popularity as a method for the analysis of highdimensional genomic data. However, it is often difficult to interpret the ...
    Donghwan Lee, Woojoo Lee, Youngjo Lee, Yudi Pawita...
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    BMCBI
    2010
    130views more  BMCBI 2010»
    The behaviour of random forest permutation-based variable importance measures under predictor correlation
    13 years 10 months ago
    The behaviour of random forest permutation-based variable importance measures under predictor correlation
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    Background: Random forests (RF) have been increasingly used in applications such as genome-wide association and microarray studies where predictor correlation is frequently observ...
    Kristin K. Nicodemus, James D. Malley, Carolin Str...
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    BMCBI
    2010
    109views more  BMCBI 2010»
    Predicting gene function using hierarchical multi-label decision tree ensembles
    13 years 10 months ago
    Predicting gene function using hierarchical multi-label decision tree ensembles
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    Background: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challe...
    Leander Schietgat, Celine Vens, Jan Struyf, Hendri...
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    BMCBI
    2010
    151views more  BMCBI 2010»
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    13 years 10 months ago
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
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    Background: Because a priori knowledge about function of G protein-coupled receptors (GPCRs) can provide useful information to pharmaceutical research, the determination of their ...
    Zhanchao Li, Xuan Zhou, Zong Dai, Xiaoyong Zou
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