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    VC
    2011
    91views more  VC 2011»
    Ellipse-based principal component analysis for self-intersecting curve reconstruction from noisy point sets
    14 years 10 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
    14 years 10 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
    14 years 10 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
    14 years 10 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
    14 years 10 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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