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36

BMCBI
2011

304views Artificial Intelligence» more BMCBI 2011»

Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble

13 years 2 months ago

Background: Automated, image based high-content screening is a fundamental tool for discovery in biological science. Modern robotic fluorescence microscopes are able to capture th...

Bailing Zhang, Tuan D. Pham

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27

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CVPR
2005
IEEE

302views Computer Vision» more CVPR 2005»

Subspace Analysis Using Random Mixture Models

14 years 9 months ago

Download mmlab.ie.cuhk.edu.hk

In [1], three popular subspace face recognition methods, PCA, Bayes, and LDA were analyzed under the same framework and an unified subspace analysis was proposed. However, since t...

Xiaogang Wang, Xiaoou Tang

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24

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CIKM
2008
Springer

148views Information Technology» more CIKM 2008»

REDUS: finding reducible subspaces in high dimensional data

13 years 9 months ago

Download www.cs.unc.edu

Finding latent patterns in high dimensional data is an important research problem with numerous applications. The most well known approaches for high dimensional data analysis are...

Xiang Zhang, Feng Pan, Wei Wang 0010

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22

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GECCO
2006
Springer

171views Optimization» more GECCO 2006»

Evolving ensemble of classifiers in random subspace

13 years 11 months ago

Download www.livia.etsmtl.ca

Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...

Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souz...

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14

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ICONIP
2004

78views Information Technology» more ICONIP 2004»

Tamil Handwriting Recognition Using Subspace and DTW Based Classifiers

13 years 9 months ago