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    BMCBI
    2008
    139views more  BMCBI 2008»
    The C1C2: A framework for simultaneous model selection and assessment
    13 years 6 months ago
    The C1C2: A framework for simultaneous model selection and assessment
    Download  www.biomedcentral.com
    Background: There has been recent concern regarding the inability of predictive modeling approaches to generalize to new data. Some of the problems can be attributed to improper m...
    Martin Eklund, Ola Spjuth, Jarl E. S. Wikberg
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    BMCBI
    2006
    94views more  BMCBI 2006»
    Noise-injected neural networks show promise for use on small-sample expression data
    13 years 6 months ago
    Noise-injected neural networks show promise for use on small-sample expression data
    Download  www.biomedcentral.com
    Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
    Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
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    DATAMINE
    2007
    110views more  DATAMINE 2007»
    The complexity of non-hierarchical clustering with instance and cluster level constraints
    13 years 6 months ago
    The complexity of non-hierarchical clustering with instance and cluster level constraints
    Download  www.cs.ucdavis.edu
    Recent work has looked at extending clustering algorithms with instance level must-link (ML) and cannot-link (CL) background information. Our work introduces δ and ǫ cluster lev...
    Ian Davidson, S. S. Ravi
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    IJHPCA
    2007
    114views more  IJHPCA 2007»
    An Approach To Data Distributions in Chapel
    13 years 6 months ago
    An Approach To Data Distributions in Chapel
    Download  www.highproductivity.org
    A key characteristic of today’s high performance computing systems is a physically distributed memory, which makes the efficient management of locality essential for taking adv...
    R. E. Diaconescu, Hans P. Zima
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    JBCB
    2007
    161views more  JBCB 2007»
    On Cooperative Quasi-Equilibrium Models of transcriptional Regulation
    13 years 6 months ago
    On Cooperative Quasi-Equilibrium Models of transcriptional Regulation
    Download  computableplant.ics.uci.edu
    Mechanistic models for transcriptional regulation are derived using the methods of equilibrium statistical mechanics, to model equilibrating processes that occur at a fast time sc...
    Eric Mjolsness
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