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    » Obtaining Best Parameter Values for Accurate Classification
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    ICRA
    1994
    IEEE
    110views Robotics» more  ICRA 1994»
    Modeling and Parameter Estimation of the Human Index Finger
    13 years 9 months ago
    Modeling and Parameter Estimation of the Human Index Finger
    Download  www.cs.utah.edu
    Precise teleoperation of deztrous robotic hands by hand masters requires an accurate human hand model. A kinematic model of a human index finger is developed as an example for hum...
    Robert Rohling, John M. Hollerbach
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    BMCBI
    2005
    100views more  BMCBI 2005»
    EvDTree: structure-dependent substitution profiles based on decision tree classification of 3D environments
    13 years 5 months ago
    EvDTree: structure-dependent substitution profiles based on decision tree classification of 3D environments
    Download  www.biomedcentral.com
    Background: Structure-dependent substitution matrices increase the accuracy of sequence alignments when the 3D structure of one sequence is known, and are successful e.g. in fold ...
    Jean-Christophe Gelly, Laurent Chiche, Jér&...
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    CIBB
    2008
    138views Artificial Intelligence» more  CIBB 2008»
    Analysis of Kernel Based Protein Classification Strategies Using Pairwise Sequence Alignment Measures
    13 years 7 months ago
    Analysis of Kernel Based Protein Classification Strategies Using Pairwise Sequence Alignment Measures
    Download  net.icgeb.org
    Abstract. We evaluated methods of protein classification that use kernels built from BLAST output parameters. Protein sequences were represented as vectors of parameters (e.g. simi...
    Dino Franklin, Somdutta Dhir, Sándor Pongor
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    ICMLA
    2009
    208views Machine Learning» more  ICMLA 2009»
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    13 years 3 months ago
    ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approx
    Download  www.grappa.univ-lille3.fr
    This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...
    Manuel Loth, Philippe Preux, Samuel Delepoulle, Ch...
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    DRR
    2009
    111views Document Analysis» more  DRR 2009»
    Using synthetic data safely in classification
    13 years 3 months ago
    Using synthetic data safely in classification
    Download  www.lehigh.edu
    When is it safe to use synthetic data in supervised classification? Trainable classifier technologies require large representative training sets consisting of samples labeled with...
    Jean Nonnemaker, Henry Baird
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