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    ECCC
    2010
    124views more  ECCC 2010»
    Lower Bounds and Hardness Amplification for Learning Shallow Monotone Formulas
    14 years 9 months ago
    Lower Bounds and Hardness Amplification for Learning Shallow Monotone Formulas
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    Much work has been done on learning various classes of "simple" monotone functions under the uniform distribution. In this paper we give the first unconditional lower bo...
    Vitaly Feldman, Homin K. Lee, Rocco A. Servedio
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    ALMOB
    2006
    138views more  ALMOB 2006»
    A combinatorial optimization approach for diverse motif finding applications
    14 years 9 months ago
    A combinatorial optimization approach for diverse motif finding applications
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    Background: Discovering approximately repeated patterns, or motifs, in biological sequences is an important and widely-studied problem in computational molecular biology. Most fre...
    Elena Zaslavsky, Mona Singh
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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    14 years 9 months ago
    What should be expected from feature selection in small-sample settings
    Download  gsp.tamu.edu
    Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
    Chao Sima, Edward R. Dougherty
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    BMCBI
    2006
    239views more  BMCBI 2006»
    Applying dynamic Bayesian networks to perturbed gene expression data
    14 years 9 months ago
    Applying dynamic Bayesian networks to perturbed gene expression data
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    Background: A central goal of molecular biology is to understand the regulatory mechanisms of gene transcription and protein synthesis. Because of their solid basis in statistics,...
    Norbert Dojer, Anna Gambin, Andrzej Mizera, Bartek...
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    BMCBI
    2006
    190views more  BMCBI 2006»
    SNPs3D: Candidate gene and SNP selection for association studies
    14 years 9 months ago
    SNPs3D: Candidate gene and SNP selection for association studies
    Download  moult.ibbr.umd.edu
    Background: The relationship between disease susceptibility and genetic variation is complex, and many different types of data are relevant. We describe a web resource and databas...
    Peng Yue, Eugene Melamud, John Moult
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