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    BMCBI
    2008
    141views more  BMCBI 2008»
    Functional discrimination of membrane proteins using machine learning techniques
    13 years 4 months ago
    Functional discrimination of membrane proteins using machine learning techniques
    Download  www.biomedcentral.com
    Background: Discriminating membrane proteins based on their functions is an important task in genome annotation. In this work, we have analyzed the characteristic features of amin...
    M. Michael Gromiha, Yukimitsu Yabuki
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    IDEAL
    2007
    Springer
    121views Intelligent Agents» more  IDEAL 2007»
    Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning
    13 years 10 months ago
    Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning
    Download  gbic.biol.rug.nl
    Abstract. Much work has been done to identify species-specific proteins in sequenced genomes and hence to determine their function. We assumed that such proteins have specific ph...
    Ali Al-Shahib, David Gilbert, Rainer Breitling
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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 4 months ago
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    Download  www.biomedcentral.com
    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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    BMCBI
    2008
    138views more  BMCBI 2008»
    Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction
    13 years 4 months ago
    Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction
    Download  www.biomedcentral.com
    Background: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represent...
    Ching-Wai Tan, David T. Jones
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    ISMB
    1993
    164views Computational Biology» more  ISMB 1993»
    Transmembrane Segment Prediction from Protein Sequence Data
    13 years 5 months ago
    Transmembrane Segment Prediction from Protein Sequence Data
    Download  www.aaai.org
    Weconsider tile automatedidentification of transmembrane domains in membrane protein sequences. 324 proteins (containing 1585 segrrmnts) werc examined, representing every protein ...
    Sholom M. Weiss, Dawn M. Cohen, Nitin Indurkhya
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