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    PSB
    2004
    76views Applied Computing» more  PSB 2004»
    Protein Structure and Fold Prediction Using Tree-Augmented Bayesian Classifier
    13 years 6 months ago
    Protein Structure and Fold Prediction Using Tree-Augmented Bayesian Classifier
    Download  helix-web.stanford.edu
    Arunkumar Chinnasamy, Wing-Kin Sung, Ankush Mittal
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    ICML
    2005
    IEEE
    173views Machine Learning» more  ICML 2005»
    Predicting protein folds with structural repeats using a chain graph model
    14 years 6 months ago
    Predicting protein folds with structural repeats using a chain graph model
    Download  www.cs.cmu.edu
    Protein fold recognition is a key step towards inferring the tertiary structures from amino-acid sequences. Complex folds such as those consisting of interacting structural repeat...
    Yan Liu, Eric P. Xing, Jaime G. Carbonell
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    ICML
    2005
    IEEE
    98views Machine Learning» more  ICML 2005»
    Multi-class protein fold recognition using adaptive codes
    14 years 6 months ago
    Multi-class protein fold recognition using adaptive codes
    Download  www.machinelearning.org
    We develop a novel multi-class classification method based on output codes for the problem of classifying a sequence of amino acids into one of many known protein structural class...
    Eugene Ie, Jason Weston, William Stafford Noble, C...
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    BMCBI
    2011
    273views Artificial Intelligence» more  BMCBI 2011»
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
    12 years 9 months ago
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
    Download  www.biomedcentral.com
    Background: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic ...
    Zafer Aydin, Ajit Singh, Jeff Bilmes, William Staf...
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    FLAIRS
    2008
    125views Artificial Intelligence» more  FLAIRS 2008»
    Contrast Pattern Mining with Gap Constraints for Peptide Folding Prediction
    13 years 7 months ago
    Contrast Pattern Mining with Gap Constraints for Peptide Folding Prediction
    Download  www.aaai.org
    1 In this paper, we propose a peptide folding prediction method which discovers contrast patterns to differentiate and predict peptide folding classes. A contrast pattern is defin...
    Chinar C. Shah, Xingquan Zhu, Taghi M. Khoshgoftaa...
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