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    BMCBI
    2010
    140views more  BMCBI 2010»
    Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection
    14 years 11 months ago
    Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection
    Download  www.biomedcentral.com
    Background: Liquid chromatography-mass spectrometry (LC-MS) is one of the major techniques for the quantification of metabolites in complex biological samples. Peak modeling is on...
    Tianwei Yu, Hesen Peng
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    BMCBI
    2006
    103views more  BMCBI 2006»
    Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression
    14 years 11 months ago
    Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression
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    Background: The identification of differentially expressed genes (DEGs) from Affymetrix GeneChips arrays is currently done by first computing expression levels from the low-level ...
    Sébastien Lemieux
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    IROS
    2009
    IEEE
    188views Robotics» more  IROS 2009»
    Novelty detection and 3D shape retrieval based on Gaussian Mixture Models for autonomous surveillance robotics
    15 years 5 months ago
    Novelty detection and 3D shape retrieval based on Gaussian Mixture Models for autonomous surveillance robotics
    Download  robolab.unex.es
    Abstract— This paper describes an efficient method for retrieving the 3-dimensional shape associated to novelties in the environment of an autonomous robot, which is equipped wi...
    Pedro Núñez Trujillo, Paulo Drews, R...
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    ICASSP
    2011
    IEEE
    148views Signal Processing» more  ICASSP 2011»
    Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model
    14 years 2 months ago
    Labeling skin tissues in ultrasound images using a generalized Rayleigh mixture model
    Download  mirlab.org
    This paper addresses the problem of estimating the statistical distribution of multiple-tissue non-stationary ultrasound images of skin. The distribution of multiple-tissue images...
    Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, J...
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    JMLR
    2010
    169views more  JMLR 2010»
    Matrix-Variate Dirichlet Process Mixture Models
    14 years 5 months ago
    Matrix-Variate Dirichlet Process Mixture Models
    Download  www.cs.berkeley.edu
    We are concerned with a multivariate response regression problem where the interest is in considering correlations both across response variates and across response samples. In th...
    Zhihua Zhang, Guang Dai, Michael I. Jordan
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