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    DATAMINE
    1998
    145views more  DATAMINE 1998»
    A Tutorial on Support Vector Machines for Pattern Recognition
    13 years 7 months ago
    A Tutorial on Support Vector Machines for Pattern Recognition
    Download  www.umiacs.umd.edu
    The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-...
    Christopher J. C. Burges
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    TIT
    2002
    129views more  TIT 2002»
    Arbitrary source models and Bayesian codebooks in rate-distortion theory
    13 years 7 months ago
    Arbitrary source models and Bayesian codebooks in rate-distortion theory
    Download  www.dam.brown.edu
    -- We characterize the best achievable performance of lossy compression algorithms operating on arbitrary random sources, and with respect to general distortion measures. Direct an...
    Ioannis Kontoyiannis, Junshan Zhang
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    ICS
    2009
    Tsinghua U.
    113views Distributed And Parallel Com...» more  ICS 2009»
    A translation system for enabling data mining applications on GPUs
    14 years 15 days ago
    A translation system for enabling data mining applications on GPUs
    Download  www.cse.ohio-state.edu
    Modern GPUs offer much computing power at a very modest cost. Even though CUDA and other related recent developments are accelerating the use of GPUs for general purpose applicati...
    Wenjing Ma, Gagan Agrawal
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    ALIFE
    2000
    108views Modeling And Simulation» more  ALIFE 2000»
    Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem
    13 years 7 months ago
    Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem
    Download  clgiles.ist.psu.edu
    We analyze a general model of multi-agent communication in which all agents communicate simultaneously to a message board. A genetic algorithm is used to evolve multi-agent languag...
    Kam-Chuen Jim, C. Lee Giles
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    EDM
    2008
    127views Data Mining» more  EDM 2008»
    Adaptive Test Design with a Naive Bayes Framework
    13 years 9 months ago
    Adaptive Test Design with a Naive Bayes Framework
    Download  www.educationaldatamining.org
    Bayesian graphical models are commonly used to build student models from data. A number of standard algorithms are available to train Bayesian models from student skills assessment...
    Michel C. Desmarais, Alejandro Villarreal, Michel ...
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