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    NIPS
    2003
    289views Information Technology» more  NIPS 2003»
    Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data
    14 years 11 months ago
    Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data
    Download  books.nips.cc
    In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
    Neil D. Lawrence
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    PRL
    2006
    98views more  PRL 2006»
    Data complexity assessment in undersampled classification of high-dimensional biomedical data
    14 years 9 months ago
    Data complexity assessment in undersampled classification of high-dimensional biomedical data
    Download  sci2s.ugr.es
    Regularized linear classifiers have been successfully applied in undersampled, i.e. small sample size/high dimensionality biomedical classification problems. Additionally, a desig...
    Richard Baumgartner, Ray L. Somorjai
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    ICASSP
    2007
    IEEE
    189views Signal Processing» more  ICASSP 2007»
    Local Linear Discriminant Analysis (LLDA) for Inference of Multisubject FMRI Data
    15 years 4 months ago
    Local Linear Discriminant Analysis (LLDA) for Inference of Multisubject FMRI Data
    Download  www.ece.ubc.ca
    Large intersubject variability is a well-described feature of fMRI studies, making inter-group inference, of critical importance for biological interpretation, difficult. Therefor...
    Martin J. McKeown, Junning Li, Xuemei Huang, Z. Ja...
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    BALT
    2006
    157views Theoretical Computer Science» more  BALT 2006»
    A Multiple Correspondence Analysis to Organize Data Cubes
    15 years 1 months ago
    A Multiple Correspondence Analysis to Organize Data Cubes
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    Abstract. On Line Analytical Processing (OLAP) is a technology basically created to provide users with tools in order to explore and navigate into data cubes. Unfortunately, in hug...
    Riadh Ben Messaoud, Omar Boussaid, Sabine Loudcher...
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    LWA
    2008
    121views Software Engineering» more  LWA 2008»
    Pre analysis and clustering of uncertain data from manufacturing processes
    14 years 11 months ago
    Pre analysis and clustering of uncertain data from manufacturing processes
    Download  wwwdb.inf.tu-dresden.de
    With increasing complexity of manufacturing processes, the volume of data that has to be evaluated rises accordingly. The complexity and data volume make any kind of manual data a...
    Peter Benjamin Volk, Martin Hahmann, Dirk Habich, ...
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