Xinying Pang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Multi Class Support Vector Machine

Top Venues

Neural Networks

Pattern Recognit.

Publications

Xinying Pang, Chang Xu, Yitian Xu
MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule. Neural Networks 175 (2024)
Xinying Pang, Yitian Xu
A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso. Inf. Sci. 642 (2023)
Xinying Pang, Ying Zhang, Yitian Xu
A novel multi-task twin-hypersphere support vector machine for classification. Inf. Sci. 598 (2022)
Xinying Pang, Jiang Zhao, Yitian Xu
A novel ramp loss-based multi-task twin support vector machine with multi-parameter safe acceleration. Neural Networks 150 (2022)
Fan Xie, Yitian Xu, Mengdan Ma, Xinying Pang
A safe acceleration method for multi-task twin support vector machine. Int. J. Mach. Learn. Cybern. 13 (6) (2022)
Weichen Wu, Yitian Xu, Xinying Pang
A hybrid acceleration strategy for nonparallel support vector machine. Inf. Sci. 546 (2021)
Xinying Pang, Yitian Xu, Xinshuang Xiao
A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Fan Xie, Xinying Pang, Yitian Xu
Pinball loss-based multi-task twin support vector machine and its safe acceleration method. Neural Comput. Appl. 33 (22) (2021)
Xinying Pang, Yitian Xu
A safe screening rule for accelerating weighted twin support vector machine. Soft Comput. 23 (17) (2019)
Xinying Pang, Xianli Pan, Yitian Xu
Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines. Pattern Recognit. 95 (2019)
Yitian Xu, Qian Wang, Xinying Pang, Ying Tian
Maximum margin of twin spheres machine with pinball loss for imbalanced data classification. Appl. Intell. 48 (1) (2018)
Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu
A safe screening based framework for support vector regression. Neurocomputing 287 (2018)
Xinying Pang, Chang Xu, Yitian Xu
Scaling KNN multi-class twin support vector machine via safe instance reduction. Knowl. Based Syst. 148 (2018)