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    JCB
    2007
    70views more  JCB 2007»
    Phylogeny of Mixture Models: Robustness of Maximum Likelihood and Non-Identifiable Distributions
    13 years 9 months ago
    Phylogeny of Mixture Models: Robustness of Maximum Likelihood and Non-Identifiable Distributions
    Download  www.cs.rochester.edu
    Daniel Stefankovic, Eric Vigoda
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    IJAR
    2006
    98views more  IJAR 2006»
    Inference in hybrid Bayesian networks with mixtures of truncated exponentials
    13 years 10 months ago
    Inference in hybrid Bayesian networks with mixtures of truncated exponentials
    Download  web.ku.edu
    Mixtures of truncated exponentials (MTE) potentials are an alternative to discretization for solving hybrid Bayesian networks. Any probability density function can be approximated...
    Barry R. Cobb, Prakash P. Shenoy
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    DSP
    2007
    170views Emerging Technology» more  DSP 2007»
    Blind separation of nonlinear mixtures by variational Bayesian learning
    13 years 10 months ago
    Blind separation of nonlinear mixtures by variational Bayesian learning
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    Blind separation of sources from nonlinear mixtures is a challenging and often ill-posed problem. We present three methods for solving this problem: an improved nonlinear factor a...
    Antti Honkela, Harri Valpola, Alexander Ilin, Juha...
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    ICCV
    2007
    IEEE
    212views Computer Vision» more  ICCV 2007»
    Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering
    13 years 11 months ago
    Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering
    Download  www.postech.ac.kr
    Even though sensor fusion techniques based on particle filters have been applied to object tracking, their implementations have been limited to combining measurements from multip...
    Bohyung Han, Seong-Wook Joo, Larry S. Davis
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    BMCBI
    2010
    161views more  BMCBI 2010»
    BPDA - A Bayesian peptide detection algorithm for mass spectrometry
    13 years 10 months ago
    BPDA - A Bayesian peptide detection algorithm for mass spectrometry
    Download  www.biomedcentral.com
    Background: Mass spectrometry (MS) is an essential analytical tool in proteomics. Many existing algorithms for peptide detection are based on isotope template matching and usually...
    Youting Sun, Jianqiu Zhang, Ulisses Braga-Neto, Ed...
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