Structural least square twin support vector machine for classification. - Yitian Xu; Xianli Pan; Zhijian Zhou; Zhiji Yang; Yuqun Zhang (Appl. Intell., 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)

K-nearest neighbor based structural twin support vector machine. - Xianli Pan; Yao Luo; Yitian Xu (Knowl. Based Syst., 2015)

Two effective sample selection methods for support vector machine. - Xianli Pan; Yitian Xu (J. Intell. Fuzzy Syst., 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)

A Novel Twin Support-Vector Machine With Pinball Loss. - Yitian Xu; Zhiji Yang; Xianli Pan (IEEE Trans. Neural Networks Learn. Syst., 2017)

A safe screening based framework for support vector regression. - Xianli Pan; Xinying Pang; Hongmei Wang; Yitian Xu (Neurocomputing, 2018)

Piecewise linear solution path for pinball twin support vector machine. - Zhiji Yang; Xianli Pan; Yitian Xu (Knowl. Based Syst., 2018)

Asymmetric ν-twin support vector regression. - Yitian Xu; Xiaoyan Li; Xianli Pan; Zhiji Yang (Neural Comput. Appl., 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)

E-ENDPP: a safe feature selection rule for speeding up Elastic Net. - Yitian Xu; Ying Tian; Xianli Pan; Hongmei Wang (Appl. Intell., 2019)

A safe reinforced feature screening strategy for lasso based on feasible solutions. - Xianli Pan; Yitian Xu (Inf. Sci., 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)

Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines. - Xinying Pang; Xianli Pan; Yitian Xu (Pattern Recognit., 2019)

A Novel and Safe Two-Stage Screening Method for Support Vector Machine. - Xianli Pan; Yitian Xu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression. - Hongmei Wang; Xianli Pan; Yitian Xu (IEEE Trans. Signal Process., 2019)

A Safe Feature Elimination Rule for $L_{1}$L1-Regularized Logistic Regression. - Xianli Pan; Yitian Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)