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    GPB
    2010
    231views Solid Modeling» more  GPB 2010»
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
    13 years 2 months ago
    Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decompos
    Download  estbioinfo.stat.ub.es
    The detection of genes that show similar profiles under different experimental conditions is often an initial step in inferring the biological significance of such genes. Visualiz...
    Ferran Reverter, Esteban Vegas, Pedro Sánch...
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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 5 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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    PKDD
    2004
    Springer
    138views Data Mining» more  PKDD 2004»
    Combining Multiple Clustering Systems
    13 years 11 months ago
    Combining Multiple Clustering Systems
    Download  ssli.ee.washington.edu
    Three methods for combining multiple clustering systems are presented and evaluated, focusing on the problem of finding the correspondence between clusters of different systems. ...
    Constantinos Boulis, Mari Ostendorf
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    ICMCS
    2005
    IEEE
    111views Multimedia» more  ICMCS 2005»
    An Optimized Key-Frames Extraction Scheme Based on SVD and Correlation Minimization
    13 years 11 months ago
    An Optimized Key-Frames Extraction Scheme Based on SVD and Correlation Minimization
    Download  www.cecs.uci.edu
    In this paper an optimized and efficient technique for keyframes extraction of video sequences is proposed, which leads to selection of a meaningful set of video frames for each g...
    Klimis S. Ntalianis, Stefanos D. Kollias
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    BCI
    2009
    IEEE
    207views Information Technology» more  BCI 2009»
    On the Performance of SVD-Based Algorithms for Collaborative Filtering
    14 years 13 days ago
    On the Performance of SVD-Based Algorithms for Collaborative Filtering
    Download  users.uom.gr
    —In this paper, we describe and compare three Collaborative Filtering (CF) algorithms aiming at the low-rank approximation of the user-item ratings matrix. The algorithm implemen...
    Manolis G. Vozalis, Angelos I. Markos, Konstantino...
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