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rss_1.0 Otros recursos de Yin, Hujun

Resultados 1 - 10 de 41 de Yin, Hujun. (0,04 segundos)

Documentos:
1. (�) Automated Ham Quality Classification Using Ensemble Unsupervised Mapping Models - Bruno Baruque; Emilio Corchado; Hujun Yin; Jordi Rovira; Javier González
Abstract. This multidisciplinary study focuses on the application and comparison of several topology ...
(application/pdf) - 31-mar-2015

2. (�) An Equidistortion Principle Constrained SOM for Vector Quantisation - Hujun Yin; Nigel M. Allinson
¾ ¾ A constrained SOM based on an equal-distortion principle is proposed for producing globally opti ...
(application/postscript) - 24-ene-2015

3. (�) Comparison of a Bayesian SOM with the EM Algorithm for Gaussian Mixtures - Hujun Yin; Nigel M. Allinson
A Bayesian SOM (BSOM) [8], is proposed and applied to the unsupervised learning of Gaussian mixture ...
(application/postscript) - 06-ene-2015

4. (�) 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

5. (�) 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

6. (�) 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

7. (�) 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

8. (�) 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

9. (�) 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

10. (�) 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

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