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    BMCBI
    2008
    115views more  BMCBI 2008»
    Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data
    14 years 9 months ago
    Principal components analysis based methodology to identify differentially expressed genes in time-course microarray data
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    Background: Time-course microarray experiments are being increasingly used to characterize dynamic biological processes. In these experiments, the goal is to identify genes differ...
    Sudhakar Jonnalagadda, Rajagopalan Srinivasan
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    GLOBECOM
    2009
    IEEE
    238views Communications» more  GLOBECOM 2009»
    Data Acquisition through Joint Compressive Sensing and Principal Component Analysis
    15 years 4 months ago
    Data Acquisition through Joint Compressive Sensing and Principal Component Analysis
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    —In this paper we look at the problem of accurately reconstructing distributed signals through the collection of a small number of samples at a data gathering point. The techniqu...
    Riccardo Masiero, Giorgio Quer, Daniele Munaretto,...
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    KDD
    2008
    ACM
    130views Data Mining» more  KDD 2008»
    Unsupervised feature selection for principal components analysis
    15 years 10 months ago
    Unsupervised feature selection for principal components analysis
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    Christos Boutsidis, Michael W. Mahoney, Petros Dri...
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    BMCBI
    2005
    201views more  BMCBI 2005»
    Principal component analysis for predicting transcription-factor binding motifs from array-derived data
    14 years 9 months ago
    Principal component analysis for predicting transcription-factor binding motifs from array-derived data
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    Background: The responses to interleukin 1 (IL-1) in human chondrocytes constitute a complex regulatory mechanism, where multiple transcription factors interact combinatorially to...
    Yunlong Liu, Matthew P. Vincenti, Hiroki Yokota
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    BIOINFORMATICS
    2008
    122views more  BIOINFORMATICS 2008»
    Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes
    14 years 9 months ago
    Supervised principal component analysis for gene set enrichment of microarray data with continuous or survival outcomes
    Download  www2.in.tu-clausthal.de
    Xi Chen, Lily Wang, Jonathan D. Smith, Bing Zhang
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