Xianli Pan

A Novel Twin Support-Vector Machine With Pinball Loss

Yitian Xu, Zhiji Yang, Xianli Pan · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 189 citations

Mathematical Programming, Engineering, Machine Learning +17

Safe Screening Rules for Accelerating Twin Support Vector Machine Classification

Xianli Pan, Zhiji Yang, Yitian Xu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +18

K-nearest neighbor based structural twin support vector machine

Xianli Pan, Yao Luo, Yitian Xu · Knowledge-Based Systems · 2015 · 59 citations

Support Vector Machine, Machine Vision, Machine Learning +10

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

Yitian Xu, Zhiji Yang, Yuqun Zhang et al. · Knowledge-Based Systems · 2015 · 59 citations

Data Classification, Classification Method, Engineering +10

Structural least square twin support vector machine for classification

Yitian Xu, Xianli Pan, Zhijian Zhou et al. · Applied Intelligence · 2014 · 43 citations

Data Classification, Support Vector Machine, Classification Method +7