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    » Predicting protein function from domain content
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    ICML
    2006
    IEEE
    113views Machine Learning» more  ICML 2006»
    A graphical model for predicting protein molecular function
    15 years 10 months ago
    A graphical model for predicting protein molecular function
    Download  sifter.berkeley.edu
    We present a simple statistical model of molecular function evolution to predict protein function. The model description encodes general knowledge of how molecular function evolve...
    Barbara E. Engelhardt, Michael I. Jordan, Steven E...
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    BMCBI
    2005
    97views more  BMCBI 2005»
    Sequence variation in ligand binding sites in proteins
    14 years 9 months ago
    Sequence variation in ligand binding sites in proteins
    Download  www.biomedcentral.com
    Background: The recent explosion in the availability of complete genome sequences has led to the cataloging of tens of thousands of new proteins and putative proteins. Many of the...
    Thomas J. Magliery, Lynne Regan
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    TCBB
    2010
    80views more  TCBB 2010»
    On the Importance of Comprehensible Classification Models for Protein Function Prediction
    14 years 7 months ago
    On the Importance of Comprehensible Classification Models for Protein Function Prediction
    Download  www.cs.kent.ac.uk
    —The literature on protein function prediction is currently dominated by works aimed at maximizing predictive accuracy, ignoring the important issues of validation and interpreta...
    Alex Alves Freitas, Daniela Wieser, Rolf Apweiler
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    BIOINFORMATICS
    2004
    86views more  BIOINFORMATICS 2004»
    Automatic prediction of protein domains from sequence information using a hybrid learning system
    14 years 9 months ago
    Automatic prediction of protein domains from sequence information using a hybrid learning system
    Download  www.cbcb.umd.edu
    Niranjan Nagarajan, Golan Yona
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    BMCBI
    2010
    153views more  BMCBI 2010»
    Analysis of substructural variation in families of enzymatic proteins with applications to protein function prediction
    14 years 9 months ago
    Analysis of substructural variation in families of enzymatic proteins with applications to protein function prediction
    Download  www.biomedcentral.com
    Background: Structural variations caused by a wide range of physico-chemical and biological sources directly influence the function of a protein. For enzymatic proteins, the struc...
    Drew H. Bryant, Mark Moll, Brian Y. Chen, Viachesl...
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