Tuesday, October 21, 2014

 

 



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rss_1.0 Otros recursos de Yin, Hujun

Resultados 1 - 10 de 36 de Yin, Hujun. (0 segundos)

Documentos:
1. (�) 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) - 11-dic-2013

2. (�) 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) - 11-dic-2013

3. (�) 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) - 11-dic-2013

4. (�) 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

5. (�) 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

6. (�) 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

7. (�) 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

8. (�) 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

9. (�) Multiplicative noise removal using self-organizing maps - Haritopoulos, Michel; Yin, Hujun; Allinson, Nigel
This paper approaches the problem of image denoising from an Independent Component Analysis (ICA) pe ...
(application/pdf) - 21-abr-2012

10. (�) Comparison of a Bayesian SOM with the EM algorithm for Gaussian mixtures - Yin, Hujun; Allinson, Nigel
A Bayesian SOM (BSOM) [8], is proposed and applied to the unsupervised learning of Gaussian mixture ...
(application/pdf) - 13-oct-2012

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