Name: NIU Lingfeng
Title:Associate Professor
Research Areas: Operation Research
E-mail: niulf@ucas.ac.cn
Highest Degree&Year Earned: Ph.D, 2009
Discipline:Virtual Business
Publication in the Past 5 Years:
1)English Journals&Journal Citations (SSCI/SCI/EI/CSSCI)
1. Yong Shi, Minglong Lei, Rongrong Ma, Lingfeng Niu: Learning Robust Auto-Encoders With Regularizer for Linearity and Sparsity. IEEE Access 7: 17195-17206 (2019) SCI
2. Yong Shi, Peijia Li, Hao Yuan, Jianyu Miao, Lingfeng Niu: Fast kernel extreme learning machine for ordinal regression. Knowl.-Based Syst. 177: 44-54 (2019)SCI
3. Yong Shi, Jianyu Miao, Lingfeng Niu: Feature selection with MCP $$^2$$ 2 regularization. Neural Computing and Applications 31(10): 6699-6709 (2019) SCI
4. Rongrong Ma, Jianyu Miao, Lingfeng Niu, Peng Zhang: Transformed ℓ1 regularization for learning sparse deep neural networks. Neural Networks 119: 286-298 (2019) SCI
5. Yong Shi, Minglong Lei, Hong Yang, Lingfeng Niu: Diffusion network embedding. Pattern Recognition 88: 518-531 (2019) SCI
6. Ruizhi Zhou, Xin Shen, Lingfeng Niu: A fast algorithm for nonsmooth penalized clustering. Neurocomputing 273: 583-592 (2018) SCI
7. Yong Shi, Jianyu Miao, Zhengyu Wang, Peng Zhang, Lingfeng Niu: Feature Selection With ℓ2, 1-2 Regularization. IEEE Trans. Neural Netw. Learning Syst. 29(10): 4967-4982 (2018) SCI
8. Xin Shen, Lingfeng Niu, Zhiquan Qi, Yingjie Tian: Support vector machine classifier with truncated pinball loss. Pattern Recognition 68: 199-210 (2017) SCI
9. Lingfeng Niu, Ruizhi Zhou, Yingjie Tian, Zhiquan Qi, Peng Zhang: Nonsmooth Penalized Clustering via ℓp Regularized Sparse Regression. IEEE Trans. Cybernetics 47(6): 1423-1433 (2017) SCI
10. Zhiquan Qi, Bo Wang, Fan Meng, Lingfeng Niu: Learning With Label Proportions via NPSVM. IEEE Trans. Cybernetics 47(10): 3293-3305 (2017) SCI
11. Huadong Wang, Yong Shi, Lingfeng Niu, Yingjie Tian: Nonparallel Support Vector Ordinal Regression. IEEE Trans. Cybernetics 47(10): 3306-3317 (2017)SCI
Projects Statistics:
1) Number of Research Projects in the Past 5 Years: 2
