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    VC
    2011
    91views more  VC 2011»
    Ellipse-based principal component analysis for self-intersecting curve reconstruction from noisy point sets
    13 years 5 months ago
    Ellipse-based principal component analysis for self-intersecting curve reconstruction from noisy point sets
    Download  www1.eafit.edu.co
    O. Ruiz, Carlos A. Vanegas, C. Cadavid
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    IJON
    2010
    139views more  IJON 2010»
    Multilinear principal component analysis for face recognition with fewer features
    13 years 5 months ago
    Multilinear principal component analysis for face recognition with fewer features
    Download  www.cate.fiu.edu
    Jin Wang, Armando Barreto, Lu Wang, Yu Chen, Napht...
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    JCSC
    2010
    49views more  JCSC 2010»
    Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis
    13 years 4 months ago
    Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis
    Download  www.commsp.ee.ic.ac.uk
    Tomasz M. Rutkowski, Danilo P. Mandic, Andrzej Cic...
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    JMLR
    2010
    155views more  JMLR 2010»
    Structured Sparse Principal Component Analysis
    13 years 4 months ago
    Structured Sparse Principal Component Analysis
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    We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
    Rodolphe Jenatton, Guillaume Obozinski, Francis Ba...
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    JMLR
    2010
    163views more  JMLR 2010»
    Dense Message Passing for Sparse Principal Component Analysis
    13 years 4 months ago
    Dense Message Passing for Sparse Principal Component Analysis
    Download  jmlr.csail.mit.edu
    We describe a novel inference algorithm for sparse Bayesian PCA with a zero-norm prior on the model parameters. Bayesian inference is very challenging in probabilistic models of t...
    Kevin Sharp, Magnus Rattray
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