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Xinying Pang

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affiliation: China Agricultural University, Beijing, China

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2023
[j12]
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Xinying Pang, Yitian Xu:
A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso. Inf. Sci. 642: 119142 (2023)
2022
[j11]
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Xinying Pang, Ying Zhang, Yitian Xu:
A novel multi-task twin-hypersphere support vector machine for classification. Inf. Sci. 598: 37-56 (2022)
[j10]
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  - journals/mlc/XieXMP22
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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): 1713-1728 (2022)
[j9]
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  - journals/nn/PangZX22
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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: 194-212 (2022)
2021
[j8]
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  - journals/isci/WuXP21
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Weichen Wu, Yitian Xu, Xinying Pang:
A hybrid acceleration strategy for nonparallel support vector machine. Inf. Sci. 546: 543-558 (2021)
[j7]
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  - journals/nca/XiePX21
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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): 15523-15539 (2021)
[j6]
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  - journals/tsmc/PangXX21
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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): 6911-6925 (2021)
2019
[j5]
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  - journals/pr/PangPX19
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Xinying Pang, Xianli Pan, Yitian Xu:
Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines. Pattern Recognit. 95: 1-11 (2019)
[j4]
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  - journals/soco/PangX19
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Xinying Pang, Yitian Xu:
A safe screening rule for accelerating weighted twin support vector machine. Soft Comput. 23(17): 7725-7739 (2019)
2018
[j3]
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  - journals/apin/XuWPT18
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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): 23-34 (2018)
[j2]
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  - journals/ijon/PanPWX18
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Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu:
A safe screening based framework for support vector regression. Neurocomputing 287: 163-172 (2018)
[j1]
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Xinying Pang, Chang Xu, Yitian Xu:
Scaling KNN multi-class twin support vector machine via safe instance reduction. Knowl. Based Syst. 148: 17-30 (2018)

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