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Journal Articles
- 2025
[j9]Xiao-Jing Lv, Ling-Wei Huang, Yuan-Hai Shao:
Geometric relative margin machine for heterogeneous distribution and imbalanced classification. Inf. Sci. 689: 121430 (2025)- 2024
- [j8]Ling-Wei Huang, Yuan-Hai Shao
, Xiao-Jing Lv, Chun-Na Li:
Large-scale robust regression with truncated loss via majorization-minimization algorithm. Eur. J. Oper. Res. 319(2): 494-504 (2024) - [j7]Ju Liu, Ling-Wei Huang, Yuan-Hai Shao, Wei-Jie Chen, Chun-Na Li:
A nonlinear kernel SVM classifier via L0/1 soft-margin loss with classification performance. J. Comput. Appl. Math. 437: 115471 (2024) - [j6]Chun-Na Li, Ling-Wei Huang, Yuan-Hai Shao, Tingting Guo, Yu Mao:
Feature selection by Universum embedding. Pattern Recognit. 153: 110514 (2024) - 2023
- [j5]Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Ling-Wei Huang, Yu-Ting Zhao, Naihua Xiu, Nai-Yang Deng:
Union nonparallel support vector machines framework with consistency. Appl. Soft Comput. 136: 110129 (2023) - [j4]Yuan-Hai Shao, Xiao-Jing Lv, Ling-Wei Huang, Lan Bai:
Twin SVM for conditional probability estimation in binary and multiclass classification. Pattern Recognit. 136: 109253 (2023) - 2020
- [j3]Jun Zhang, Yuan-Hai Shao, Ling-Wei Huang, Jia-Ying Teng, Yu-Ting Zhao, Zhu-Kai Yang, Xin-Yang Li:
Can the Exchange Rate Be Used to Predict the Shanghai Composite Index? IEEE Access 8: 2188-2199 (2020) - 2019
- [j2]Ling-Wei Huang, Yuan-Hai Shao, Jun Zhang, Yu-Ting Zhao, Jia-Ying Teng:
Robust Rescaled Hinge Loss Twin Support Vector Machine for Imbalanced Noisy Classification. IEEE Access 7: 65390-65404 (2019) - [j1]Yuan-Hai Shao, Chun-Na Li, Ling-Wei Huang, Zhen Wang, Nai-Yang Deng, Yan Xu:
Joint sample and feature selection via sparse primal and dual LSSVM. Knowl. Based Syst. 185 (2019)
Informal and Other Publications
- 2022
- [i2]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 abs/2203.00399 (2022) - 2019
- [i1]Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Yu-Ting Zhao, Ling-Wei Huang, Naihua Xiu, Nai-Yang Deng:
Single Versus Union: Non-parallel Support Vector Machine Frameworks. CoRR abs/1910.09734 (2019)
Coauthor Index
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