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    ISNN
    2005
    Springer
    132views Neural Networks» more  ISNN 2005»
    Scaling the Kernel Function to Improve Performance of the Support Vector Machine
    14 years 2 months ago
    Scaling the Kernel Function to Improve Performance of the Support Vector Machine
    Download  www.dcs.warwick.ac.uk
    Abstract. The present study investigates a geometrical method for optimizing the kernel function of a support vector machine. The method is an improvement of the one proposed in [4...
    Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
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    ICANN
    2005
    Springer
    93views Neural Networks» more  ICANN 2005»
    Smooth Bayesian Kernel Machines
    14 years 2 months ago
    Smooth Bayesian Kernel Machines
    Download  www.terborg.net
    Abstract. In this paper, we consider the possibility of obtaining a kernel machine that is sparse in feature space and smooth in output space. Smooth in output space implies that t...
    Rutger W. ter Borg, Léon J. M. Rothkrantz
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    IDEAL
    2005
    Springer
    124views Intelligent Agents» more  IDEAL 2005»
    Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers
    14 years 2 months ago
    Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers
    Download  poincare.matf.bg.ac.rs
    Promiscuous human leukocyte antigen (HLA) binding peptides are ideal targets for vaccine development. Existing computational models for prediction of promiscuous peptides used hidd...
    Ivana Bozic, Guanglan Zhang, Vladimir Brusic
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    ESWA
    2008
    151views more  ESWA 2008»
    Automated diagnosis of sewer pipe defects based on machine learning approaches
    13 years 9 months ago
    Automated diagnosis of sewer pipe defects based on machine learning approaches
    Download  sds.caece.net
    In sewage rehabilitation planning, closed circuit television (CCTV) systems are the widely used inspection tools in assessing sewage structural conditions for non man entry pipes....
    Ming-Der Yang, Tung-Ching Su
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    ALT
    2008
    Springer
    212views Machine Learning» more  ALT 2008»
    Computational Models of Neural Representations in the Human Brain
    14 years 5 months ago
    Computational Models of Neural Representations in the Human Brain
    Download  www.cs.cmu.edu
    Abstract For many centuries scientists have wondered how the human brain represents thoughts in terms of the underlying biology of neural activity. Philosophers, linguists, cogniti...
    Tom M. Mitchell
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