Otros recursos de Yin, Hujun

Resultados 11 - 20 de 48 de Yin, Hujun. (0 segundos)


Documentos:
  1. Towards The Optimal Bayes Classifier Using An Extended Self-Organising Map (�)

    Hujun Yin; Nigel M. Allinson
    : In this paper, we propose an extended self-organising learning scheme, in which both distance meas ...
    (application/postscript) 15-dic-2014

  2. N.: Self-organizing mixture networks for probability density estimation (�)

    Hujun Yin; Nigel M. Allinson
    Abstract—A self-organizing mixture network (SOMN) is derived for learning arbitrary density function ...
    (application/pdf) 13-dic-2014

  3. Visom Ensembles for Visualization and Classification (�)

    Bruno Baruque; Emilio Corchado; Hujun Yin
    In this paper ensemble techniques have been applied in the frame of topology preserving mappings in ...
    (application/pdf) 31-mar-2015

  4. Boosting Unsupervised Competitive Learning Ensembles (�)

    Emilio Corchado; Bruno Baruque; Hujun Yin
    Topology preserving mappings are great tools for data visualization and inspection in large datasets ...
    (application/pdf) 31-mar-2015

  5. Quality of Adaptation of Fusion ViSOM (�)

    Bruno Baruque; Emilio Corchado; Hujun Yin
    This work presents a research on the performance capabilities of an extension of the ViSOM (Visualiz ...
    (application/pdf) 31-mar-2015

  6. Self-organizing mixture networks for probability density estimation (�)

    Yin, Hujun; Allinson, Nigel
    A self-organizing mixture network (SOMN) is derived for learning arbitrary density functions. The ne ...
    27-abr-2013

  7. Simplified ICA based denoising method (�)

    Zhang, Qingfu; Yin, Hujun; Allinson, Nigel M.
    Hyvarinen et al have developed an ICA based method for image denoising. The major advantage of their ...
    20-abr-2013

  8. Introduction: new developments in self-organising maps (�)

    Allinson, Nigel; Yin, Hujun; Obermayer, Klaus
    Self-organisation is a universal phenomenon observable in many natural systems: both animate and ina ...
    19-abr-2013

  9. Averaging ensembles of self-organizing mixture networks for density estimation (�)

    Yin, Hujun; Allinson, Nigel
    The self-organizing mixture network (SOMN) is a learning algorithm for mixture densities, derived fr ...
    18-abr-2013

  10. Interactive and semantic data visualisation using self-organising maps (�)

    Allinson, N. M.; Yin, Hujun
    A review of recent development of the self-organising map (SOM) for applications related to data map ...
    (application/pdf) 24-abr-2012

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