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    JIB
    2006
    220views more  JIB 2006»
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    13 years 7 months ago
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    Download  journal.imbio.de
    Protein-protein interactions (PPI) play a key role in many biological systems. Over the past few years, an explosion in availability of functional biological data obtained from hi...
    Fiona Browne, Haiying Wang, Huiru Zheng, Francisco...
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    RECOMB
    2003
    Springer
    181views Computational Biology» more  RECOMB 2003»
    An integrated probabilistic model for functional prediction of proteins
    14 years 8 months ago
    An integrated probabilistic model for functional prediction of proteins
    Download  courses.cs.vt.edu
    We develop an integrated probabilistic model to combine protein physical interactions, genetic interactions, highly correlated gene expression network, protein complex data, and d...
    Minghua Deng, Ting Chen, Fengzhu Sun
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    GCB
    2007
    Springer
    161views Biometrics» more  GCB 2007»
    High-Precision Function Prediction using Conserved Interactions
    14 years 1 months ago
    High-Precision Function Prediction using Conserved Interactions
    Download  www.informatik.hu-berlin.de
    : The recent availability of large data sets of protein- protein-interactions (PPIs) from various species offers new opportunities for functional genomics and proteomics. We descri...
    Samira Jaeger, Ulf Leser
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    BMCBI
    2008
    126views more  BMCBI 2008»
    c-REDUCE: Incorporating sequence conservation to detect motifs that correlate with expression
    13 years 7 months ago
    c-REDUCE: Incorporating sequence conservation to detect motifs that correlate with expression
    Download  www.biomedcentral.com
    Background: Computational methods for characterizing novel transcription factor binding sites search for sequence patterns or "motifs" that appear repeatedly in genomic ...
    Katerina Kechris, Hao Li
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    BIOINFORMATICS
    2007
    195views more  BIOINFORMATICS 2007»
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    13 years 7 months ago
    Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
    Download  www.stat.ucla.edu
    Motivation: High-throughput expression profiling allows researchers to study gene activities globally. Genes with similar expression profiles are likely to encode proteins that ma...
    Shinsheng Yuan, Ker-Chau Li
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