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    BMCBI
    2008
    106views more  BMCBI 2008»
    Comparison of normalisation methods for surface-enhanced laser desorption and ionisation (SELDI) time-of-flight (TOF) mass spect
    14 years 10 months ago
    Comparison of normalisation methods for surface-enhanced laser desorption and ionisation (SELDI) time-of-flight (TOF) mass spect
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    Background: Mass spectrometry for biological data analysis is an active field of research, providing an efficient way of high-throughput proteome screening. A popular variant of m...
    Wouter Meuleman, Judith Y. M. N. Engwegen, Marie-C...
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    ICMLA
    2007
    218views Machine Learning» more  ICMLA 2007»
    Estimating class probabilities in random forests
    14 years 11 months ago
    Estimating class probabilities in random forests
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    For both single probability estimation trees (PETs) and ensembles of such trees, commonly employed class probability estimates correct the observed relative class frequencies in e...
    Henrik Boström
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    ESANN
    2003
    92views Neural Networks» more  ESANN 2003»
    On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures
    14 years 11 months ago
    On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures
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    Efficient probability density function estimation is of primary interest in statistics. A popular approach for achieving this is the use of finite Gaussian mixture models. Based on...
    Cédric Archambeau, John Aldo Lee, Michel Ve...
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    WSC
    2004
    96views Modeling And Simulation» more  WSC 2004»
    Sensitivity Analysis for Transient Single Server Queuing Models Using an Interpolation Approach
    14 years 11 months ago
    Sensitivity Analysis for Transient Single Server Queuing Models Using an Interpolation Approach
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    Simulation is an essential tool for performance evaluation of many practical systems where planners typically want to know how the system will perform under various parameter sett...
    Mohamed A. Ahmed, Talal M. Alkhamis
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    BMCBI
    2010
    105views more  BMCBI 2010»
    Effects of scanning sensitivity and multiple scan algorithms on microarray data quality
    14 years 10 months ago
    Effects of scanning sensitivity and multiple scan algorithms on microarray data quality
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    Background: Maximizing the utility of DNA microarray data requires optimization of data acquisition through selection of an appropriate scanner setting. To increase the amount of ...
    Andrew Williams, Errol M. Thomson
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