Wei-Jie Chen

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 15

Top Topics

Positive And Negative

Discriminant Analysis

Top Venues

Knowl. Based Syst.

Pattern Recognit.

Publications

Ju Liu, Ling-Wei Huang, Yuan-Hai Shao, Wei-Jie Chen, Chun-Na Li
Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss. CoRR (2022)
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
Generalized two-dimensional linear discriminant analysis with regularization. Neural Networks 142 (2021)
Ming-Zeng Liu, Yuan-Hai Shao, Chun-Na Li, Wei-Jie Chen
Smooth pinball loss nonparallel support vector machine for robust classification. Appl. Soft Comput. 98 (2021)
Yibo Jiang, Wei-Jie Chen, Yu-Qing Wang, Ming-Chuan Zhang, Yuan-Hai Shao
MPMSVC: Multiple Parametric-Margin Support Vector Clustering. IEEE Access 9 (2021)
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Ming-Zeng Liu, Zhen Wang, Nai-Yang Deng
-projection twin support vector machine for pattern classification. Neurocomputing 376 (2020)
Lan Bai, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
Multiple Flat Projections for Cross-manifold Clustering. CoRR (2020)
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Yu-Qing Wang, Ming-Zeng Liu, Zhen Wang
NPrSVM: Nonparallel sparse projection support vector machine with efficient algorithm. Appl. Soft Comput. 90 (2020)
Tao Zheng, Wei-Jie Chen, Ivor W. Tsang, Xin Yao
Rectified Encoder Network for High-Dimensional Imbalanced Learning. PRICAI (2) (2019)
Wei-Jie Chen, Kai-Li Yang, Yuan-Hai Shao, Yu-Juan Chen, Ju Zhang, Jing-Jing Yao
A Trace Lasso Regularized Robust Nonparallel Proximal Support Vector Machine for Noisy Classification. IEEE Access 7 (2019)
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
2DRLPP: Robust two-dimensional locality preserving projection with regularization. Knowl. Based Syst. 169 (2019)
Ming-Zeng Liu, Yuan-Hai Shao, Zhen Wang, Chun-Na Li, Wei-Jie Chen
Minimum deviation distribution machine for large scale regression. Knowl. Based Syst. 146 (2018)
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
Generalized two-dimensional linear discriminant analysis with regularization. CoRR (2018)
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
-norm multi-weight vector projection support vector machine with efficient algorithm. Neurocomputing 315 (2018)
Chun-Na Li, Zeng-Rong Zheng, Ming-Zeng Liu, Yuan-Hai Shao, Wei-Jie Chen
Robust recursive absolute value inequalities discriminant analysis with sparseness. Neural Networks 93 (2017)
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Nai-Yang Deng
MLTSVM: A novel twin support vector machine to multi-label learning. Pattern Recognit. 52 (2016)
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Chun-Na Li, Nai-Yang Deng
Weighted linear loss twin support vector machine for large-scale classification. Knowl. Based Syst. 73 (2015)
Yuan-Hai Shao, Wei-Jie Chen, Li-Ming Liu, Nai-Yang Deng
Laplacian unit-hyperplane learning from positive and unlabeled examples. Inf. Sci. 314 (2015)
Wei-Jie Chen, Yuan-Hai Shao, Nai-Yang Deng, Zhi-Lin Feng
Laplacian least squares twin support vector machine for semi-supervised classification. Neurocomputing 145 (2014)
Wei-Jie Chen, Yuan-Hai Shao, Deng-Ke Xu, Yongfeng Fu
Manifold proximal support vector machine for semi-supervised classification. Appl. Intell. 40 (4) (2014)
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Haibin Zhang, Nai-Yang Deng
A proximal classifier with positive and negative local regions. Neurocomputing 145 (2014)
Yuan-Hai Shao, Wei-Jie Chen, Jing-Jing Zhang, Zhen Wang, Nai-Yang Deng
An efficient weighted Lagrangian twin support vector machine for imbalanced data classification. Pattern Recognit. 47 (9) (2014)
Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
Nonparallel hyperplane support vector machine for binary classification problems. Inf. Sci. 263 (2014)
Wei-Jie Chen, Yuan-Hai Shao, Ning Hong
Laplacian smooth twin support vector machine for semi-supervised classification. Int. J. Mach. Learn. Cybern. 5 (3) (2014)
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen, Zhen Wang
Improved Generalized Eigenvalue Proximal Support Vector Machine. IEEE Signal Process. Lett. 20 (3) (2013)
Wei-Jie Chen, Yuan-Hai Shao, Ya-Fen Ye
Improving Lap-TSVM with Successive Overrelaxation and Differential Evolution. ITQM (2013)
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
A regularization for the projection twin support vector machine. Knowl. Based Syst. 37 (2013)
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
Least squares twin parametric-margin support vector machine for classification. Appl. Intell. 39 (3) (2013)
Wei-Jie Chen, Yuan-Hai Shao, Yibo Jiang, Chongpu Xia
Ensemble learning for generalised eigenvalues proximal support vector machines. Int. J. Comput. Appl. Technol. 47 (2/3) (2013)
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen
A proximal classifier with consistency. Knowl. Based Syst. 49 (2013)
Yuan-Hai Shao, Wei-Jie Chen, Wen-Biao Huang, Zhi-Min Yang, Nai-Yang Deng
The Best Separating Decision Tree Twin Support Vector Machine for Multi-Class Classification. ITQM (2013)
Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang, Wei-Jie Chen, Zhen Wang
Probabilistic outputs for twin support vector machines. Knowl. Based Syst. 33 (2012)