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    JMLR
    2002
    144views more  JMLR 2002»
    Round Robin Classification
    13 years 7 months ago
    Round Robin Classification
    Download  jmlr.csail.mit.edu
    In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
    Johannes Fürnkranz
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    BMCBI
    2008
    128views more  BMCBI 2008»
    Pairwise covariance adds little to secondary structure prediction but improves the prediction of non-canonical local structure
    13 years 7 months ago
    Pairwise covariance adds little to secondary structure prediction but improves the prediction of non-canonical local structure
    Download  www.biomedcentral.com
    Background: Amino acid sequence probability distributions, or profiles, have been used successfully to predict secondary structure and local structure in proteins. Profile models ...
    Christopher Bystroff, Bobbie-Jo M. Webb-Robertson
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    CIBCB
    2009
    IEEE
    172views Computational Biology» more  CIBCB 2009»
    Improved prediction of trans-membrane spans in proteins using an artificial neural network
    13 years 8 months ago
    Improved prediction of trans-membrane spans in proteins using an artificial neural network
    Download  www.meilerlab.org
    Tools for the identification of trans-membrane spans from the protein sequence are widely used in the experimental community. Computational structural biology seeks to increase the...
    Julia Koehler, Ralf Mueller, Jens Meiler
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    IROS
    2007
    IEEE
    125views Robotics» more  IROS 2007»
    Improved prediction of heart motion using an adaptive filter for robot assisted beating heart surgery
    14 years 1 months ago
    Improved prediction of heart motion using an adaptive filter for robot assisted beating heart surgery
    Download  robotics.case.edu
    — Robot assisted heart surgery allows surgeons to operate on a heart while it is still beating as if it had been stopped. The robot actively cancels heart motion by closely follo...
    Timothy J. Franke, Ozkan Bebek, Murat Cenk Cavusog...
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    ICML
    2009
    IEEE
    150views Machine Learning» more  ICML 2009»
    Boosting with structural sparsity
    14 years 8 months ago
    Boosting with structural sparsity
    Download  www.cs.berkeley.edu
    Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...
    John Duchi, Yoram Singer
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