Yitian Xu

发表

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

Xianli Pan, Yitian Xu, Yitian Xu, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Rough Set Theory-based Multi-class Decision Attribute Reduction Algorithm and Its Application

Yitian Xu, Laisheng Wang, Yanping Sheng, 2006, 2006 5th IEEE International Conference on Cognitive Informatics.

Laplacian twin parametric-margin support vector machine for semi-supervised classification

Yitian Xu, Zhiji Yang, Yitian Xu, 2016, Neurocomputing.

Twin support vector regression with Huber loss

Jing Chen, Yitian Xu, Jiayi Niu, 2017, J. Intell. Fuzzy Syst..

Piecewise linear solution path for pinball twin support vector machine

Xianli Pan, Yitian Xu, Zhiji Yang, 2018, Knowl. Based Syst..

Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced Data Classification

Yitian Xu, Yitian Xu, 2017, IEEE Transactions on Cybernetics.

A safe screening based framework for support vector regression

Xianli Pan, Yitian Xu, Hongmei Wang, 2018, Neurocomputing.

A safe sample screening rule for Laplacian twin parametric-margin support vector machine

Yitian Xu, Zhiji Yang, Yitian Xu, 2018, Pattern Recognit..

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

Yuqun Zhang, Xianli Pan, Yitian Xu, 2016, Knowl. Based Syst..

Multi-task least squares twin support vector machine for classification

Yitian Xu, Benshan Mei, Yitian Xu, 2019, Neurocomputing.

A safe screening rule for accelerating weighted twin support vector machine

Yitian Xu, Xinying Pang, Yitian Xu, 2018, Soft Comput..

A Doubly Sparse Multiclass Support Vector Machine With Simultaneous Feature and Sample Screening

Yitian Xu, Xinying Pang, Xinshuang Xiao, 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

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

Xianli Pan, Yitian Xu, Yitian Xu, 2019, Inf. Sci..

Robust Object Detection Based on Decision Trees and a New Cascade Architecture

Ping Zhong, Zhiquan Qi, Yitian Xu, 2008, 2008 International Conference on Computational Intelligence for Modelling Control & Automation.

Classification Algorithm Based on Feature Selection and Samples Selection

Ling Zhen, Yitian Xu, Laisheng Wang, 2009, ISNN.

An improved ν-twin support vector machine

Rui Guo, Yitian Xu, 2013, Applied Intelligence.

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

Ying Tian, Xianli Pan, Yitian Xu, 2018, Applied Intelligence.

K-nearest neighbor-based weighted multi-class twin support vector machine

Yitian Xu, Yitian Xu, 2016, Neurocomputing.

Maximum margin of twin spheres machine with pinball loss for imbalanced data classification

Qian Wang, Ying Tian, Yitian Xu, 2017, Applied Intelligence.

A Twin Multi-Class Classification Support Vector Machine

Rui Guo, Yitian Xu, Laisheng Wang, 2012, Cognitive Computation.

Diagnosis of complications of type 2 diabetes based on weighted multi-label small sphere and large margin machine

Yitian Xu, Hongmei Wang, Qian Chen, 2020, Applied Intelligence.

An improved non-parallel Universum support vector machine and its safe sample screening rule

Hamido Fujita, Jiang Zhao, Yitian Xu, 2019, Knowl. Based Syst..

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

Jiang Zhao, Yuqun Zhang, Xianli Pan, 2019, Int. J. Mach. Learn. Cybern..

K-nearest neighbor-based weighted twin support vector regression

Yitian Xu, Laisheng Wang, Laisheng Wang, 2014, Applied Intelligence.

Structural least square twin support vector machine for classification

Yuqun Zhang, Xianli Pan, Yitian Xu, 2014, Applied Intelligence.

Scaling up twin support vector regression with safe screening rule

Yitian Xu, Hongmei Wang, Yitian Xu, 2018, Inf. Sci..

KNN-based weighted rough ν-twin support vector machine

Jia Yu, Yuqun Zhang, Yitian Xu, 2014, Knowl. Based Syst..

An efficient regularized K-nearest neighbor structural twin support vector machine

Yitian Xu, Fan Xie, 2019, Applied Intelligence.

Time Series Prediction Based on Generalization Bounds for Support Vector Machine

Qun Sun, Yitian Xu, Laisheng Wang, 2009, ISNN.

Training twin support vector regression via linear programming

Ping Zhong, Yitian Xu, Yaohong Zhao, 2012, Neural Computing and Applications.

A safe screening rule for Laplacian support vector machine

Yitian Xu, Zhiji Yang, Yitian Xu, 2018, Eng. Appl. Artif. Intell..

ν-twin support vector machine with Universum data for classification

Mei Chen, Guohui Li, Yitian Xu, 2015, Applied Intelligence.

ν-twin support vector machine with Universum data for classification

Mei Chen, Guohui Li, Yitian Xu, 2015, Applied Intelligence.

A hybrid acceleration strategy for nonparallel support vector machine

Yitian Xu, Xinying Pang, Weichen Wu, 2021, Inf. Sci..

A safe accelerative approach for pinball support vector machine classifier

Yitian Xu, Zhiji Yang, Yitian Xu, 2018, Knowl. Based Syst..

A dynamic attribute reduction algorithm based on 0-1 integer programming

Yitian Xu, Laisheng Wang, Ruiyan Zhang, 2011, Knowl. Based Syst..

Fuzzy Comprehensive Evaluation Model based on Rough Set Theory

Yitian Xu, Laisheng Wang, 2006, 2006 5th IEEE International Conference on Cognitive Informatics.

A weighted twin support vector regression

Yitian Xu, Laisheng Wang, Laisheng Wang, 2012, Knowl. Based Syst..

Online multiple instance boosting for object detection

Zhiquan Qi, Yitian Xu, Laisheng Wang, 2011, Neurocomputing.

An improved ν-twin bounded support vector machine

Yitian Xu, Huiru Wang, Zhijian Zhou, 2018, Applied Intelligence.

Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models pdf

Yitian Xu, Yuzhou Cao, Yitian Xu, 2020, Pattern Recognit..

Scaling KNN multi-class twin support vector machine via safe instance reduction

Chang Xu, Yitian Xu, Xinying Pang, 2018, Knowl. Based Syst..

Two effective sample selection methods for support vector machine

Xianli Pan, Yitian Xu, Yitian Xu, 2016, J. Intell. Fuzzy Syst..

A novel twin support vector regression

Yitian Xu, 2015, J. Inf. Sci. Eng..

Multi-variable estimation-based safe screening rule for small sphere and large margin support vector machine

Yitian Xu, Yuzhou Cao, Junling Du, 2020, Knowl. Based Syst..

Accelerating improved twin support vector machine with safe screening rule

Yitian Xu, Weichen Wu, Yitian Xu, 2019, Int. J. Mach. Learn. Cybern..

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

Xianli Pan, Yitian Xu, Xinying Pang, 2019, Pattern Recognit..

Concave-Convex Programming for Ramp Loss-Based Maximum Margin and Minimum Volume Twin Spheres Machine

Qian Wang, Yitian Xu, Yitian Xu, 2018, Neural Processing Letters.

Multi-parameter safe screening rule for hinge-optimal margin distribution machine

Yitian Xu, Mengdan Ma, Yitian Xu, 2020, Appl. Intell..

A twin hyper-sphere multi-class classification support vector machine

Rui Guo, Yitian Xu, Yitian Xu, 2014, J. Intell. Fuzzy Syst..

Safe Screening Rules for Accelerating Twin Support Vector Machine Classification

Xianli Pan, Yitian Xu, Laisheng Wang, 2018, IEEE Transactions on Neural Networks and Learning Systems.

A rough margin-based ν-twin support vector machine

Ping Zhong, Yitian Xu, Laisheng Wang, 2011, Neural Computing and Applications.

Imbalanced and semi-supervised classification for prognosis of ACLF

Yuqun Zhang, Guohui Li, Xianli Pan, 2015, J. Intell. Fuzzy Syst..

K-nearest neighbor based structural twin support vector machine

Xianli Pan, Yitian Xu, Yao Luo, 2015, Knowl. Based Syst..

A Novel Twin Support-Vector Machine With Pinball Loss

Xianli Pan, Yitian Xu, Zhiji Yang, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Multi-task ν-twin support vector machines

Yitian Xu, Benshan Mei, Yitian Xu, 2020, Neural Comput. Appl..

Fault Diagnosis System Based on Rough Set Theory and Support Vector Machine

Yitian Xu, Laisheng Wang, Laisheng Wang, 2005, FSKD.

A rough margin-based one class support vector machine

Yitian Xu, Chunmei Liu, 2012, Neural Computing and Applications.

Twin-parametric margin support vector machine with truncated pinball loss

Yitian Xu, Zhijian Zhou, Huiru Wang, 2020, Neural Computing and Applications.

Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression

Xianli Pan, Yitian Xu, Hongmei Wang, 2019, IEEE Transactions on Signal Processing.

Rough Margin-Based Linear v Support Vector Machine

Yitian Xu, Laisheng Wang, Haozhi Zhang, 2010, J. Convergence Inf. Technol..

Nonparallel least square support vector machine for classification

Jiang Zhao, Yitian Xu, Zhiji Yang, 2016, Applied Intelligence.

A safe sample screening rule for Universum support vector machines

Jiang Zhao, Yitian Xu, Yitian Xu, 2017, Knowl. Based Syst..

Predicting hypoglycemic drugs of type 2 diabetes based on weighted rank support vector machine

Yi Yang, Yitian Xu, Hongmei Wang, 2020, Knowl. Based Syst..

A Weighted Least Squares Twin Support Vector Machine

Zheng Wang, Yitian Xu, Laisheng Wang, 2014, J. Inf. Sci. Eng..

Safe sample screening for regularized multi-task learning

Yitian Xu, Benshan Mei, Yitian Xu, 2020, Knowl. Based Syst..

Asymmetric ν-twin support vector regression

Xiaoyan Li, Xianli Pan, Yitian Xu, 2017, Neural Computing and Applications.