[Home]

**Name:**
Chuna-Na Li
**E-mail:**
na1013na@163.com
**Phone:**
(+86)0571-87317741(O)
**Address:**
Zhijiang College, Zhejiang Univercity of Technology, Hangzhou 310024, China

[go top]

**Chuna-Na Li** received her Master¡¯s degree and Ph.D degree in Department of Mathematics from Harbin Institute of Technology, China, in 2009 and 2012, respectively. Currently, she is a lecturer at the Zhijiang College, Zhejiang University of Technology. Her research interests include optimization methods, machine learning and data mining.

[go top]

**Optimization Theory and Application**
Linear Programming and Combinatorics

Global Convergence Algorithms

Mathematical analysis of SVM

SVM solving optimization problems

**ML/DM topics**
Supervised learning

Cost-sensitive and class-imbalance learning

Dimensionality reduction and feature selection

[go top]

W. J. Chen, Y. H. Shao£¬__C. N. Li__, N. Y. Deng. MLTSVM: A novel twin support vector machine to multi-label learning. **Pattern Recogn**, 2015, in press. (SCI)
W. J. Chen,__C. N. Li__, Y. H. Shao£¬N. Y. Deng. Semi-supervised projection twin support vector machine via manifold regularization. (In Chinese) **Pattern Recogn. & Artif. Intell**, 2015, in press.
Yuan-Hai Shao, Zhen Wang, __ Chun-Na Li__, Nai-Yang Deng.
Local sensitive proximal classifier with consistency for small sample size problem. **In: Proceedings of the 15th IEEE International Conference on Data Mining Workshops (ICDM'15)**, 2015.(EI)
Ya-Fen Ye,Yuan-Hai Shao, __ Chun-Na Li__. Wavelet Lp-norm support vector regression with feature selection, ** Journal of Advanced Computational Intelligence and Intelligent Informatics**, 2015, 19(3): 407-416. (EI)
Ya-Fen Ye, Yue-Xiang Jiang,Yuan-Hai Shao,__ Chun-Na Li__. Financial conditions index construction through weighted Lp-norm support vector regression, ** Journal of Advanced Computational Intelligence and Intelligent Informatics**, 2015, 19(3): 397-406. (EI)
__C. N. Li__, Y. H. Shao, N. Y. Deng. Robust L1-norm two-dimensional linear discriminant analysis. **Neural Networks**, 2015, 65: 92-104. (SCI)
Y. H. Shao, W. J. Chen, Z. Wang, __C. N. Li__, N. Y. Deng. Weighted linear loss twin support vector machine for large-scale classification. **Knowledge-Based Systems**, 2015, 73: 276-288. (SCI)
Z.-M. Yang, Y.-R. Guo, __C. N. Li__, Y.-H. Shao. Local k-proximal plane clustering. **Neural Computing and Applications**, 2015, 26(1): 199-211. (SCI)
__C. N. Li__, Y. H. Shao, N. Y. Deng. Robust L1-norm nonparallel proximal support vector machine. **Optimization**, 2014, DOI: 10.1080/02331934.2014.994627. (SCI)
Y.-H. Shao, __C. N. Li__, Z. Wang, M.-Z. Liu, N.-Y. Deng. Proximal classifier via absolute value inequalities. In: ** Proceedings of the 14th IEEE International Conference on Data Mining Workshops (ICDM'14), **, 2014, 74-79. (EI)
__C. N. Li__, Y. F. Huang, H. J. Wu, Y. H. Shao, Z. M. Yang. Multiple recursive projection twin support vector machine for multi-class classification. **International Journal of Machine Learning and Cybernetics**, 2014, DOI: 10.1007/s13042-014-0289-2. (EI)
__C. N. Li__. Goodearl-Menal pairs of linear transformations. **Journal of Mathematical Research with Applications**, 2014, 34(2): 161-167. The core of Chinese core journals by Chinese Science Citation Database (CSCD)
G. H. Tang, __C. N. Li__, Y. Zhou. Study of Morita contexts. **Communications in Algebra**, 2014, 42(4): 1668-1681. (SCI)
__C. N. Li__, Y. Q. Zhou. On p.p. structural matrix rings. **Linear Algebra and Its Applications**, 2012, 436(9): 3692-3700. (SCI)
__C. N. Li__, L. Wang, Y. Q. Zhou. On rings with the Goodearl-Menal condition. **Communications in Algebra**, 2012, 40(12): 4679-4692. (SCI)
__C. N. Li__, Y. Q. Zhou. On strongly *-clean rings. **Journal of Algebra and Its Applications**, 2011, 10(6): 1363-1370. (SCI)

[go top]