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    CSB
    2005
    IEEE
    189views Bioinformatics» more  CSB 2005»
    Learning Yeast Gene Functions from Heterogeneous Sources of Data Using Hybrid Weighted Bayesian Networks
    14 years 2 months ago
    Learning Yeast Gene Functions from Heterogeneous Sources of Data Using Hybrid Weighted Bayesian Networks
    Download  conferences.computer.org
    We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
    Xutao Deng, Huimin Geng, Hesham H. Ali
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    BMCBI
    2007
    157views more  BMCBI 2007»
    Constructing gene co-expression networks and predicting functions of unknown genes by random matrix theory
    13 years 9 months ago
    Constructing gene co-expression networks and predicting functions of unknown genes by random matrix theory
    Download  www.biomedcentral.com
    Background: Large-scale sequencing of entire genomes has ushered in a new age in biology. One of the next grand challenges is to dissect the cellular networks consisting of many i...
    Feng Luo, Yunfeng Yang, Jianxin Zhong, Haichun Gao...
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    BMCBI
    2007
    142views more  BMCBI 2007»
    SABERTOOTH: protein structural alignment based on a vectorial structure representation
    13 years 9 months ago
    SABERTOOTH: protein structural alignment based on a vectorial structure representation
    Download  www.biomedcentral.com
    Background: The task of computing highly accurate structural alignments of proteins in very short computation time is still challenging. This is partly due to the complexity of pr...
    Florian Teichert, Ugo Bastolla, Markus Porto
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    BMCBI
    2005
    117views more  BMCBI 2005»
    An SVM-based system for predicting protein subnuclear localizations
    13 years 9 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
    2010
    127views more  BMCBI 2010»
    PeptideMine - A webserver for the design of peptides for protein-peptide binding studies derived from protein-protein interactom
    13 years 9 months ago
    PeptideMine - A webserver for the design of peptides for protein-peptide binding studies derived from protein-protein interactom
    Download  www.biomedcentral.com
    Background: Signal transduction events often involve transient, yet specific, interactions between structurally conserved protein domains and polypeptide sequences in target prote...
    Khader Shameer, Lalima L. Madan, Shivamurthy Veera...
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