Xinying Pang

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A new multi-view support vector machine with v -property.
Expert Syst. Appl.
Xueyang He, Xinying Pang, Zhijian Ji
2024 J jnl
MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule.
Neural Networks
Xinying Pang, Chang Xu, Yitian Xu
2023 J jnl
A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso.
Inf. Sci.
Xinying Pang, Yitian Xu
2022 J jnl
A novel multi-task twin-hypersphere support vector machine for classification.
Inf. Sci.
Xinying Pang, Ying Zhang, Yitian Xu
2022 J jnl
A novel ramp loss-based multi-task twin support vector machine with multi-parameter safe acceleration.
Neural Networks
Xinying Pang, Jiang Zhao, Yitian Xu
2022 J jnl
A safe acceleration method for multi-task twin support vector machine.
Int. J. Mach. Learn. Cybern.
Fan Xie, Yitian Xu, Mengdan Ma, Xinying Pang
2021 J jnl
A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening.
IEEE Trans. Syst. Man Cybern. Syst.
Xinying Pang, Yitian Xu, Xinshuang Xiao
2021 J jnl
A hybrid acceleration strategy for nonparallel support vector machine.
Inf. Sci.
Weichen Wu, Yitian Xu, Xinying Pang
2021 J jnl
Pinball loss-based multi-task twin support vector machine and its safe acceleration method.
Neural Comput. Appl.
Fan Xie, Xinying Pang, Yitian Xu
2019 J jnl
A safe screening rule for accelerating weighted twin support vector machine.
Soft Comput.
Xinying Pang, Yitian Xu
2019 J jnl
Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines.
Pattern Recognit.
Xinying Pang, Xianli Pan, Yitian Xu
2018 J jnl
A safe screening based framework for support vector regression.
Neurocomputing
Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu
2018 J jnl
Maximum margin of twin spheres machine with pinball loss for imbalanced data classification.
Appl. Intell.
Yitian Xu, Qian Wang, Xinying Pang, Ying Tian
2018 J jnl
Scaling KNN multi-class twin support vector machine via safe instance reduction.
Knowl. Based Syst.
Xinying Pang, Chang Xu, Yitian Xu