Xianli Pan

According to our database, Xianli Pan authored at least 17 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Safe Feature Elimination Rule for $L_{1}$L1-Regularized Logistic Regression.

Xianli Pan, Yitian Xu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2019

Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression.

Hongmei Wang, Xianli Pan, Yitian Xu

IEEE Trans. Signal Process., 2019

A Novel and Safe Two-Stage Screening Method for Support Vector Machine.

Xianli Pan, Yitian Xu

IEEE Trans. Neural Networks Learn. Syst., 2019

Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines.

Xinying Pang, Xianli Pan, Yitian Xu

Pattern Recognit., 2019

KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification.

Yitian Xu, Yuqun Zhang, Jiang Zhao, Zhiji Yang, Xianli Pan

Int. J. Mach. Learn. Cybern., 2019

A safe reinforced feature screening strategy for lasso based on feasible solutions.

Xianli Pan, Yitian Xu

Inf. Sci., 2019

E-ENDPP: a safe feature selection rule for speeding up Elastic Net.

Yitian Xu, Ying Tian, Xianli Pan, Hongmei Wang

Appl. Intell., 2019

2018

Safe Screening Rules for Accelerating Twin Support Vector Machine Classification.

Xianli Pan, Zhiji Yang, Yitian Xu, Laisheng Wang

IEEE Trans. Neural Networks Learn. Syst., 2018

Asymmetric ν-twin support vector regression.

Yitian Xu, Xiaoyan Li, Xianli Pan, Zhiji Yang

Neural Comput. Appl., 2018

Piecewise linear solution path for pinball twin support vector machine.

Zhiji Yang, Xianli Pan, Yitian Xu

Knowl. Based Syst., 2018

A safe screening based framework for support vector regression.

Xianli Pan, Xinying Pang, Hongmei Wang, Yitian Xu

Neurocomputing, 2018

2017

A Novel Twin Support-Vector Machine With Pinball Loss.

Yitian Xu, Zhiji Yang, Xianli Pan

IEEE Trans. Neural Networks Learn. Syst., 2017

2016

A maximum margin and minimum volume hyper-spheres machine with pinball loss for imbalanced data classification.

Yitian Xu, Zhiji Yang, Yuqun Zhang, Xianli Pan, Laisheng Wang

Knowl. Based Syst., 2016

Two effective sample selection methods for support vector machine.

Xianli Pan, Yitian Xu

J. Intell. Fuzzy Syst., 2016

2015

K-nearest neighbor based structural twin support vector machine.

Xianli Pan, Yao Luo, Yitian Xu

Knowl. Based Syst., 2015

Imbalanced and semi-supervised classification for prognosis of ACLF.

Yitian Xu, Yuqun Zhang, Zhiji Yang, Xianli Pan, Guohui Li

J. Intell. Fuzzy Syst., 2015

Structural least square twin support vector machine for classification.

Yitian Xu, Xianli Pan, Zhijian Zhou, Zhiji Yang, Yuqun Zhang

Appl. Intell., 2015