Wei-Jie Chen

32 papers Journal 29Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Transferable self-attention recurrent network for pedestrian trajectory prediction.
Appl. Soft Comput.
Yi-Bo Jiang, Ke Zhou, Wei-Jie Chen
2024 J jnl
A nonlinear kernel SVM classifier via L0/1 soft-margin loss with classification performance.
J. Comput. Appl. Math.
Ju Liu, Ling-Wei Huang, Yuan-Hai Shao, Wei-Jie Chen, Chun-Na Li
2022 J jnl
Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss.
CoRR
Ju Liu, Ling-Wei Huang, Yuan-Hai Shao, Wei-Jie Chen, Chun-Na Li
2021 J jnl
Generalized two-dimensional linear discriminant analysis with regularization.
Neural Networks
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
2021 J jnl
MPMSVC: Multiple Parametric-Margin Support Vector Clustering.
IEEE Access
Yibo Jiang, Wei-Jie Chen, Yu-Qing Wang, Ming-Chuan Zhang, Yuan-Hai Shao
2021 J jnl
Smooth pinball loss nonparallel support vector machine for robust classification.
Appl. Soft Comput.
Ming-Zeng Liu, Yuan-Hai Shao, Chun-Na Li, Wei-Jie Chen
2020 J jnl
Multiple Flat Projections for Cross-manifold Clustering.
CoRR
Lan Bai, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
2020 J jnl
NPrSVM: Nonparallel sparse projection support vector machine with efficient algorithm.
Appl. Soft Comput.
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Yu-Qing Wang, Ming-Zeng Liu, Zhen Wang
2019 J jnl
2DRLPP: Robust two-dimensional locality preserving projection with regularization.
Knowl. Based Syst.
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
2019 J jnl
A Trace Lasso Regularized Robust Nonparallel Proximal Support Vector Machine for Noisy Classification.
IEEE Access
Wei-Jie Chen, Kai-Li Yang, Yuan-Hai Shao, Yu-Juan Chen, Ju Zhang, Jing-Jing Yao
2019 — conf
Rectified Encoder Network for High-Dimensional Imbalanced Learning.
PRICAI (2)
Tao Zheng, Wei-Jie Chen, Ivor W. Tsang, Xin Yao
2018 J jnl
Generalized two-dimensional linear discriminant analysis with regularization.
CoRR
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
2018 J jnl
Minimum deviation distribution machine for large scale regression.
Knowl. Based Syst.
Ming-Zeng Liu, Yuan-Hai Shao, Zhen Wang, Chun-Na Li, Wei-Jie Chen
2018 J jnl
Robust
Neurocomputing
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
2017 J jnl
Robust recursive absolute value inequalities discriminant analysis with sparseness.
Neural Networks
Chun-Na Li, Zeng-Rong Zheng, Ming-Zeng Liu, Yuan-Hai Shao, Wei-Jie Chen
2016 J jnl
MLTSVM: A novel twin support vector machine to multi-label learning.
Pattern Recognit.
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Nai-Yang Deng
2015 J jnl
Laplacian unit-hyperplane learning from positive and unlabeled examples.
Inf. Sci.
Yuan-Hai Shao, Wei-Jie Chen, Li-Ming Liu, Nai-Yang Deng
2015 J jnl
Weighted linear loss twin support vector machine for large-scale classification.
Knowl. Based Syst.
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Chun-Na Li, Nai-Yang Deng
2014 J jnl
A proximal classifier with positive and negative local regions.
Neurocomputing
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Haibin Zhang, Nai-Yang Deng
2014 J jnl
An efficient weighted Lagrangian twin support vector machine for imbalanced data classification.
Pattern Recognit.
Yuan-Hai Shao, Wei-Jie Chen, Jing-Jing Zhang, Zhen Wang, Nai-Yang Deng
2014 J jnl
Laplacian least squares twin support vector machine for semi-supervised classification.
Neurocomputing
Wei-Jie Chen, Yuan-Hai Shao, Nai-Yang Deng, Zhi-Lin Feng
2014 J jnl
Laplacian smooth twin support vector machine for semi-supervised classification.
Int. J. Mach. Learn. Cybern.
Wei-Jie Chen, Yuan-Hai Shao, Ning Hong
2014 J jnl
Manifold proximal support vector machine for semi-supervised classification.
Appl. Intell.
Wei-Jie Chen, Yuan-Hai Shao, Deng-Ke Xu, Yongfeng Fu
2014 J jnl
Nonparallel hyperplane support vector machine for binary classification problems.
Inf. Sci.
Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
2013 J jnl
A proximal classifier with consistency.
Knowl. Based Syst.
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen
2013 J jnl
A regularization for the projection twin support vector machine.
Knowl. Based Syst.
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
2013 J jnl
Ensemble learning for generalised eigenvalues proximal support vector machines.
Int. J. Comput. Appl. Technol.
Wei-Jie Chen, Yuan-Hai Shao, Yibo Jiang, Chongpu Xia
2013 J jnl
Improved Generalized Eigenvalue Proximal Support Vector Machine.
IEEE Signal Process. Lett.
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen, Zhen Wang
2013 — conf
Improving Lap-TSVM with Successive Overrelaxation and Differential Evolution.
ITQM
Wei-Jie Chen, Yuan-Hai Shao, Ya-Fen Ye
2013 J jnl
Least squares twin parametric-margin support vector machine for classification.
Appl. Intell.
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
2013 — conf
The Best Separating Decision Tree Twin Support Vector Machine for Multi-Class Classification.
ITQM
Yuan-Hai Shao, Wei-Jie Chen, Wen-Biao Huang, Zhi-Min Yang, Nai-Yang Deng
2012 J jnl
Probabilistic outputs for twin support vector machines.
Knowl. Based Syst.
Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang, Wei-Jie Chen, Zhen Wang