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    BMCBI
    2007
    64views more  BMCBI 2007»
    Improved functional prediction of proteins by learning kernel combinations in multilabel settings
    13 years 5 months ago
    Improved functional prediction of proteins by learning kernel combinations in multilabel settings
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    Volker Roth, Bernd Fischer
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    BMCBI
    2008
    228views more  BMCBI 2008»
    Adaptive diffusion kernel learning from biological networks for protein function prediction
    13 years 5 months ago
    Adaptive diffusion kernel learning from biological networks for protein function prediction
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    Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
    Liang Sun, Shuiwang Ji, Jieping Ye
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    BMCBI
    2005
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    An SVM-based system for predicting protein subnuclear localizations
    13 years 5 months ago
    An SVM-based system for predicting protein subnuclear localizations
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    Background: The large gap between the number of protein sequences in databases and the number of functionally characterized proteins calls for the development of a fast computatio...
    Zhengdeng Lei, Yang Dai
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    BMCBI
    2008
    114views more  BMCBI 2008»
    Combining classifiers for improved classification of proteins from sequence or structure
    13 years 5 months ago
    Combining classifiers for improved classification of proteins from sequence or structure
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    Background: Predicting a protein's structural or functional class from its amino acid sequence or structure is a fundamental problem in computational biology. Recently, there...
    Iain Melvin, Jason Weston, Christina S. Leslie, Wi...
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    BMCBI
    2007
    157views more  BMCBI 2007»
    Statistical learning of peptide retention behavior in chromatographic separations: a new kernel-based approach for computational
    13 years 5 months ago
    Statistical learning of peptide retention behavior in chromatographic separations: a new kernel-based approach for computational
    Download  www.biomedcentral.com
    Background: High-throughput peptide and protein identification technologies have benefited tremendously from strategies based on tandem mass spectrometry (MS/MS) in combination wi...
    Nico Pfeifer, Andreas Leinenbach, Christian G. Hub...
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