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    BCB
    2010
    175views Bioinformatics» more  BCB 2010»
    Gene set analysis using principal components
    13 years 2 months ago
    Gene set analysis using principal components
    Download  www.cs.unc.edu
    We present a new method for identifying gene sets associated with labeled samples, where the labels can be case versus control, or genotype differences. Existing approaches to thi...
    Isa Kemal Pakatci, Wei Wang, Leonard McMillan
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    BMCBI
    2005
    201views more  BMCBI 2005»
    Principal component analysis for predicting transcription-factor binding motifs from array-derived data
    13 years 7 months ago
    Principal component analysis for predicting transcription-factor binding motifs from array-derived data
    Download  www.biomedcentral.com
    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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    HIS
    2008
    146views Information Technology» more  HIS 2008»
    Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning
    13 years 9 months ago
    Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning
    Download  dugi-doc.udg.edu
    This paper addresses the application of a PCA analysis on categorical data prior to diagnose a patients data set using a Case-Based Reasoning (CBR) system. The particularity is th...
    Carles Pous, Dani Caballero, Beatriz López
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    CVPR
    2003
    IEEE
    234views Computer Vision» more  CVPR 2003»
    Generalized Principal Component Analysis (GPCA)
    14 years 9 months ago
    Generalized Principal Component Analysis (GPCA)
    Download  www.cis.jhu.edu
    This paper presents an algebro-geometric solution to the problem of segmenting an unknown number of subspaces of unknown and varying dimensions from sample data points. We represen...
    René Vidal, Shankar Sastry, Yi Ma
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    ICML
    2008
    IEEE
    141views Machine Learning» more  ICML 2008»
    Uncorrelated multilinear principal component analysis through successive variance maximization
    14 years 8 months ago
    Uncorrelated multilinear principal component analysis through successive variance maximization
    Download  www.dsp.toronto.edu
    Haiping Lu, Konstantinos N. Plataniotis, Anastasio...
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