Xianli Pan

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 14

Top Topics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Knowl. Based Syst.

J. Intell. Fuzzy Syst.

Publications

Xianli Pan, Yitian Xu
A Safe Feature Elimination Rule for $L_{1}$L1-Regularized Logistic Regression. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Hongmei Wang, Xianli Pan, Yitian Xu
Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression. IEEE Trans. Signal Process. 67 (15) (2019)
Xianli Pan, Yitian Xu
A Novel and Safe Two-Stage Screening Method for Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Xianli Pan, Yitian Xu
A safe reinforced feature screening strategy for lasso based on feasible solutions. Inf. Sci. 477 (2019)
Yitian Xu, Ying Tian, Xianli Pan, Hongmei Wang
E-ENDPP: a safe feature selection rule for speeding up Elastic Net. Appl. Intell. 49 (2) (2019)
Yitian Xu, Yuqun Zhang, Jiang Zhao, Zhiji Yang, Xianli Pan
KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification. Int. J. Mach. Learn. Cybern. 10 (2) (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)
Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu
A safe screening based framework for support vector regression. Neurocomputing 287 (2018)
Zhiji Yang, Xianli Pan, Yitian Xu
Piecewise linear solution path for pinball twin support vector machine. Knowl. Based Syst. 160 (2018)
Xianli Pan, Zhiji Yang, Yitian Xu, Laisheng Wang
Safe Screening Rules for Accelerating Twin Support Vector Machine Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Yitian Xu, Xiaoyan Li, Xianli Pan, Zhiji Yang
Asymmetric ν-twin support vector regression. Neural Comput. Appl. 30 (12) (2018)
Yitian Xu, Zhiji Yang, Xianli Pan
A Novel Twin Support-Vector Machine With Pinball Loss. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Xianli Pan, Yitian Xu
Two effective sample selection methods for support vector machine. J. Intell. Fuzzy Syst. 30 (2) (2016)
Yitian Xu, Zhiji Yang, Yuqun Zhang, Xianli Pan, Laisheng Wang
A maximum margin and minimum volume hyper-spheres machine with pinball loss for imbalanced data classification. Knowl. Based Syst. 95 (2016)
Xianli Pan, Yao Luo, Yitian Xu
K-nearest neighbor based structural twin support vector machine. Knowl. Based Syst. 88 (2015)
Yitian Xu, Yuqun Zhang, Zhiji Yang, Xianli Pan, Guohui Li
Imbalanced and semi-supervised classification for prognosis of ACLF. J. Intell. Fuzzy Syst. 28 (2) (2015)
Yitian Xu, Xianli Pan, Zhijian Zhou, Zhiji Yang, Yuqun Zhang
Structural least square twin support vector machine for classification. Appl. Intell. 42 (3) (2015)