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**Name:**
Chuna-Na Li
**E-mail:**
na1013na@163.com
**Phone:**
(+86)0575-81112568(O)
**Address:**
Zhijiang College, Zhejiang University of Technology, Hangzhou 310024, China

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**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.

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**ML/DM topics**
Supervised learning

Cost-sensitive and class-imbalance learning

Dimensionality reduction and feature selection

Nonconvex optimization

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Bai L, Shao Y H, Wang Z, __Li C N__. Clustering by twin support vector machine and least square twin support vector classifier with uniform output coding. **Knowledge-Based Systems**. 2018, 163, 227-240.
Bai L, Wang Z, Shao Y H, __Li C N__. Reversible discriminant analysis. **IEEE Access**. 2018, 6: 72551-72562.
Wang Z, Shao Y H, Bai L, __Li C N__, Liu M Z, Deng N Y. Insensitive stochastic gradient twin support vector machine for large scale problems. **Information Sciences**. 2018, 462: 114–131.
Chen W J, __Li C N__, Shao Y H, Deng N Y. Robust L1-norm multi-weight vector projection support vector machine with efficient algorithm. **Neurocomputing**. 2018, 315: 345-361.
Shao Y H, __Li C N__, Liu M Z, Wang Z, Deng N Y. Sparse Lq-norm least squares support vector machine with feature selection. **Pattern Recognition**. 2018, 78: 167-181.
Sun X Q, Chen Y J, Shao Y H, __Li C N__, Wang C H. Robust nonparallel proximal support vector machine with Lp-norm regularization. **Knowledge-Based Systems**. 2018, 6: 20334-20347.
Liu M Z, Shao Y H, Wang Z, __Li C N__, Chen W J. Minimum deviation distribution machine for large scale regression. **Knowledge-Based Systems**. 2018, 146: 167-180.
邵元海，杨凯丽，刘明增，王震, __李春娜__，陈伟杰. 从支持向量机到非平行支持向量机. **运筹学学报**. 2018, 22(2): 55-65.
Wang C , Liang M , __Li C N__. Adaptive fuzzy sliding mode observer for cylinder mass flow estimation in SI engines. **IEEE Access**. 2018, 6: 29558-29566.
Wang C, __Li C N__, Pei H X, Guo Y R, Shao Y H. Alternating direction method of multipliers for L1-and L2-norm best fitting hyperplane classifier. **Procedia Computer Science**. 2017, 108: 1292-1301.
Pei H X, Zheng Z R, Wang C, __Li C N__, Shao Y H. D-FCM: Density based fuzzy c-means clustering algorithm with application in medical image segmentation. **Procedia Computer Science**. 2017, 122: 407-414.
__C. N. Li__, Z.R. Zheng, M.Z. Liu, Y.H. Shao, W.J.Chen. Robust recursive absolute value inequalities discriminant analysis with sparseness. **Neural Networks**. 2017, 93：205-218.
__C. N. Li__, Chen W J, Y.H. Shao. Sparse Lp-norm principal component analysis with robustness (In Chinese). **Acta Automatica Sinica**, 2017, 43(1): 142-151.
Y.F. Ye, Y.H. Shao, N.Y. Deng, __C. N. Li__, X.Y. Hua. Robust Lp-norm least squares support vector regression with feature selection. **Applied Mathematics and Computation**, 2017, 305: 32-52.
Ye Y F, Ying C, Shao Y H, __C. N. Li__, Y. J. Chen. Robust and sparse lp-norm support vector regression. **Journal of advanced computational intelligence and intelligent informatics**, 2017, 21(6): 989-997
Ye Y F, Ying C, Shao Y H, __C. N. Li__, Y. J. Chen. Robust and sparse lp-norm support vector regression. **Journal of advanced computational intelligence and intelligent informatics**, 2017, 21(6): 989-997.
__C. N. Li__, Y. H. Shao, N. Y. Deng. Robust L1-norm nonparallel proximal support vector machine. **Optimization**, 2016, 65(1):169-183. (SCI)
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**, 2016, 52: 61-74. (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**, 2016, 28(2): 97-107.
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)
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)

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