Chuanquan Li

Chuanquan Li
Central South University | CSU · Department of Mathematics and Statistics

PhD

About

7
Publications
559
Reads
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17
Citations
Additional affiliations
September 2014 - October 2015
Central South University
Position
  • Master's Student
September 2014 - October 2015
Central South University
Position
  • Master's Student

Publications

Publications (7)
Article
Multi-sources dataset analysis has been researched for a few years and it aims at improving the potential performance for discoveries by combining data from different sources. Meanwhile, biclustering analysis, widely applied for biology, chemistry, and so on, is a powerful tool that allows the clustering of rows and columns simultaneously. This pap...
Article
Recently, several variants of random forest have been derived for the classification problems, among which the rotation forest is an important type to improve the model’s accuracy. In this article, we proposed a simple and effective variation of rotation forest, which the canonical partial least squares algorithm is employed to rotate the variable...
Article
Two nonparametric feature screening methods, namely, the Kolmogorov filter and model free, marginally measure the relationship between categorical response and predictor variables without the parametrical assumption. And they can select important variables in the high‐dimensional classification data. Random forest, as a classical nonparametric meth...

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