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    » Bayesian Protein Family Classifier
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    ISMB
    1993
    113views Computational Biology» more  ISMB 1993»
    Using Dirichlet Mixture Priors to Derive Hidden Markov Models for Protein Families
    15 years 29 days ago
    Using Dirichlet Mixture Priors to Derive Hidden Markov Models for Protein Families
    Download  reference.kfupm.edu.sa
    A Bayesian method for estimating the amino acid distributions in the states of a hidden Markov model (HMM) for a protein familyor the columns of a multiple alignment of that famil...
    Michael Brown, Richard Hughey, Anders Krogh, I. Sa...
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    BMCBI
    2010
    104views more  BMCBI 2010»
    Using simple artificial intelligence methods for predicting amyloidogenesis in antibodies
    14 years 11 months ago
    Using simple artificial intelligence methods for predicting amyloidogenesis in antibodies
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    Background: All polypeptide backbones have the potential to form amyloid fibrils, which are associated with a number of degenerative disorders. However, the likelihood that amyloi...
    Maria Pamela C. David, Gisela P. Concepcion, Eduar...
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    BMCBI
    2007
    119views more  BMCBI 2007»
    Efficacy of different protein descriptors in predicting protein functional families
    14 years 11 months ago
    Efficacy of different protein descriptors in predicting protein functional families
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    Background: Sequence-derived structural and physicochemical descriptors have frequently been used in machine learning prediction of protein functional families, thus there is a ne...
    Serene A. K. Ong, Hong Huang Lin, Yu Zong Chen, Ze...
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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
    14 years 3 months ago
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
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    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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    PSB
    2004
    76views Applied Computing» more  PSB 2004»
    Protein Structure and Fold Prediction Using Tree-Augmented Bayesian Classifier
    15 years 1 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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