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    IJON
    2011
    186views more  IJON 2011»
    Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition
    13 years 2 months ago
    Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition
    Download  mcislab.cs.bit.edu.cn
    , Yunde Jia Model structure selection is currently an open problem in modeling data via Gaussian Mixture Models (GMM). This paper proposes a discriminative method to select GMM st...
    Xuefeng Chen, Xiabi Liu, Yunde Jia
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    IJON
    2011
    90views more  IJON 2011»
    Fault tolerant machine learning for nanoscale cognitive radio
    13 years 2 months ago
    Fault tolerant machine learning for nanoscale cognitive radio
    Download  research.ics.tkk.fi
    We introduce a machine learning based classifier that identifies free radio channels for cognitive radio. The architecture is designed for nanoscale implementation, under nanosc...
    Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo
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    IJON
    2011
    72views more  IJON 2011»
    Divergence-based classification in learning vector quantization
    13 years 6 months ago
    Divergence-based classification in learning vector quantization
    Download  iwi.eldoc.ub.rug.nl
    Ernest Mwebaze, Petra Schneider, Frank-Michael Sch...
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    IJON
    2011
    133views more  IJON 2011»
    Relational generative topographic mapping
    13 years 6 months ago
    Relational generative topographic mapping
    Download  www.dice.ucl.ac.be
    Abstract. The generative topographic mapping (GTM) has been proposed as a statistical model to represent high dimensional data by means of a sparse lattice of points in latent spac...
    Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer
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    IJON
    2011
    63views more  IJON 2011»
    Grey-box radial basis function modelling
    13 years 6 months ago
    Grey-box radial basis function modelling
    Download  eprints.ecs.soton.ac.uk
    Sheng Chen, Xia Hong, Chris J. Harris
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    IJON
    2011
    169views more  IJON 2011»
    Exploiting local structure in Boltzmann machines
    13 years 6 months ago
    Exploiting local structure in Boltzmann machines
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    Restricted Boltzmann Machines (RBM) are well-studied generative models. For image data, however, standard RBMs are suboptimal, since they do not exploit the local nature of image ...
    Hannes Schulz, Andreas Müller 0004, Sven Behn...
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    IJON
    2011
    113views more  IJON 2011»
    LIFT: A new framework of learning from testing data for face recognition
    13 years 6 months ago
    LIFT: A new framework of learning from testing data for face recognition
    Download  www.ele.uri.edu
    Yuan Cao, Haibo He, He (Helen) Huang
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    IJON
    2011
    158views more  IJON 2011»
    Maximal Discrepancy for Support Vector Machines
    13 years 6 months ago
    Maximal Discrepancy for Support Vector Machines
    Download  www.smartlab.dibe.unige.it
    Several theoretical methods have been developed in the past years to evaluate the generalization ability of a classifier: they provide extremely useful insights on the learning ph...
    Davide Anguita, Alessandro Ghio, Sandro Ridella
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    IJON
    2011
    91views more  IJON 2011»
    Asymptotic properties of mixture-of-experts models
    13 years 6 months ago
    Asymptotic properties of mixture-of-experts models
    Download  www.dice.ucl.ac.be
    The statistical properties of the likelihood ratio test statistic (LRTS) for mixture-of-expert models are addressed in this paper. This question is essential when estimating the nu...
    Madalina Olteanu, Joseph Rynkiewicz
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    IJON
    2011
    64views more  IJON 2011»
    A data-based approach for multivariate model predictive control performance monitoring
    13 years 6 months ago
    A data-based approach for multivariate model predictive control performance monitoring
    Download  users.ecs.soton.ac.uk
    Xuemin Tian, Gongquan Chen, Sheng Chen
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