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    TSP
    2011
    170views more  TSP 2011»
    Model Selection for Sinusoids in Noise: Statistical Analysis and a New Penalty Term
    13 years 2 months ago
    Model Selection for Sinusoids in Noise: Statistical Analysis and a New Penalty Term
    Download  www.wisdom.weizmann.ac.il
    —Detection of the number of sinusoids embedded in noise is a fundamental problem in statistical signal processing. Most parametric methods minimize the sum of a data fit (likeli...
    Boaz Nadler, Leonid Kontorovich
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    BMCBI
    2007
    132views more  BMCBI 2007»
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    13 years 7 months ago
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    Download  www.biomedcentral.com
    Background: Novel molecular and statistical methods are in rising demand for disease diagnosis and prognosis with the help of recent advanced biotechnology. High-resolution mass s...
    Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. L...
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    BMCBI
    2011
    205views Artificial Intelligence» more  BMCBI 2011»
    Combinatorial analysis and algorithms for quasispecies reconstruction using next-generation sequencing
    12 years 11 months ago
    Combinatorial analysis and algorithms for quasispecies reconstruction using next-generation sequencing
    Download  www.biomedcentral.com
    Background: Next-generation sequencing (NGS) offers a unique opportunity for high-throughput genomics and has potential to replace Sanger sequencing in many fields, including de-n...
    Mattia C. F. Prosperi, Luciano Prosperi, Alessandr...
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    DSS
    2007
    127views more  DSS 2007»
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    13 years 7 months ago
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    Download  www.ischool.drexel.edu
    We present two algorithms for learning large-scale gene regulatory networks from microarray data: a modified informationtheory-based Bayesian network algorithm and a modified asso...
    Zan Huang, Jiexun Li, Hua Su, George S. Watts, Hsi...
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    ICML
    2009
    IEEE
    118views Machine Learning» more  ICML 2009»
    Generalization analysis of listwise learning-to-rank algorithms
    14 years 8 months ago
    Generalization analysis of listwise learning-to-rank algorithms
    Download  research.microsoft.com
    This paper presents a theoretical framework for ranking, and demonstrates how to perform generalization analysis of listwise ranking algorithms using the framework. Many learning-...
    Yanyan Lan, Tie-Yan Liu, Zhiming Ma, Hang Li
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