| A novel twin support-vector machine with pinball loss Y Xu, Z Yang, X Pan IEEE transactions on neural networks and learning systems 28 (2), 359-370, 2016 | 189 | 2016 |
| K-nearest neighbor based structural twin support vector machine X Pan, Y Luo, Y Xu Knowledge-Based Systems 88, 34-44, 2015 | 74 | 2015 |
| Safe screening rules for accelerating twin support vector machine classification X Pan, Z Yang, Y Xu, L Wang IEEE transactions on neural networks and learning systems 29 (5), 1876-1887, 2017 | 69 | 2017 |
| A maximum margin and minimum volume hyper-spheres machine with pinball loss for imbalanced data classification Y Xu, Z Yang, Y Zhang, X Pan, L Wang Knowledge-Based Systems 95, 75-85, 2016 | 63 | 2016 |
| Structural least square twin support vector machine for classification Y Xu, X Pan, Z Zhou, Z Yang, Y Zhang Applied Intelligence 42 (3), 527-536, 2015 | 49 | 2015 |
| A safe screening based framework for support vector regression X Pan, X Pang, H Wang, Y Xu Neurocomputing 287, 163-172, 2018 | 26 | 2018 |
| A Novel and Safe Two-Stage Screening Method for Support Vector Machine X Pan, Y Xu IEEE transactions on neural networks and learning systems 30 (8), 2263-2274, 2018 | 22 | 2018 |
| KNN-based maximum margin and minimum volume hyper-sphere machine for imbalanced data classification Y Xu, Y Zhang, J Zhao, Z Yang, X Pan International Journal of Machine Learning and Cybernetics 10 (2), 357-368, 2019 | 21 | 2019 |
| A safe reinforced feature screening strategy for lasso based on feasible solutions X Pan, Y Xu Information Sciences 477, 132-147, 2019 | 17 | 2019 |
| Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression H Wang, X Pan, Y Xu IEEE Transactions on Signal Processing 67 (15), 4043-4054, 2019 | 14 | 2019 |
| Multi-parameter safe sample elimination rule for accelerating nonlinear multi-class support vector machines X Pang, X Pan, Y Xu Pattern Recognition 95, 1-11, 2019 | 13 | 2019 |
| Two effective sample selection methods for support vector machine X Pan, Y Xu Journal of Intelligent & Fuzzy Systems 30 (2), 659-670, 2016 | 9 | 2016 |
| Piecewise linear solution path for pinball twin support vector machine Z Yang, X Pan, Y Xu Knowledge-Based Systems 160, 311-324, 2018 | 8 | 2018 |
| E-ENDPP: a safe feature selection rule for speeding up Elastic Net Y Xu, Y Tian, X Pan, H Wang Applied Intelligence 49 (2), 592-604, 2019 | 7 | 2019 |
| Imbalanced and semi-supervised classification for prognosis of ACLF Y Xu, Y Zhang, Z Yang, X Pan, G Li Journal of Intelligent & Fuzzy Systems 28 (2), 737-745, 2015 | 5 | 2015 |