Yitian Xu

发表

Multi-task m -twin support vector machines

Benshan Mei, Yitian Xu, 2019 .

MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion

Yitian Xu, X. Hou, X. Lu, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Ramp loss KNN-weighted multi-class twin support vector machine

Yitian Xu, Huiru Wang, Zhijian Zhou, 2022, Soft Computing.

Support matrix machine with pinball loss for classification

Yitian Xu, Renxiu Feng, 2022, Neural Computing and Applications.

Instance elimination strategy for non-convex multiple-instance support vector machine

Yitian Xu, M. Yuan, 2022, Applied Soft Computing.

CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images

Yitian Xu, Liyang Wang, Xuhua Liu, 2022, International journal of machine learning and cybernetics.

A non-convex robust small sphere and large margin support vector machine for imbalanced data classification

Yitian Xu, Yahui Wang, 2022, Neural Computing and Applications.

Structural least square twin support vector machine for classification

Yitian Xu, Zhijian Zhou, Xianli Pan, 2015, Applied Intelligence.

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

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

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

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

A two-stage gap safe screening rule for multi-label optimal margin distribution machine

Yitian Xu, Mengdan Ma, 2023, Eng. Appl. Artif. Intell..

K-nearest neighbor based structural twin support vector machine

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

A hybrid acceleration strategy for nonparallel support vector machine

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

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..

Catechol Dyes-Tyrosinase System for Colorimetric Determination and Discrimination of Dithiocarbamate Pesticides.

Zhiqiang Zhou, Donghui Liu, Yitian Xu, 2020, Journal of agricultural and food chemistry.

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

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

Imbalanced and semi-supervised classification for prognosis of ACLF

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

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

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

Multi-Class Classification from Single-Class Data with Confidences pdf

Gang Niu, Masashi Sugiyama, Senlin Shu, 2021, ArXiv.

Learning from Similarity-Confidence Data

Gang Niu, Masashi Sugiyama, Yuzhou Cao, 2021, ICML.

Pinball loss-based multi-task twin support vector machine and its safe acceleration method

Xinying Pang, Yitian Xu, Fan Xie, 2021, Neural Computing and Applications.

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

Yitian Xu, Mengdan Ma, 2020, Applied Intelligence.

Accelerating improved twin support vector machine with safe screening rule

Yitian Xu, Weichen Wu, 2019, International Journal of Machine Learning and Cybernetics.

Scaling up twin support vector regression with safe screening rule

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

A safe screening rule for accelerating weighted twin support vector machine

Yitian Xu, Xinying Pang, 2018, Soft Computing.

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.

Twin support vector regression with Huber loss

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

K-nearest neighbor-based weighted twin support vector regression

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

A weighted twin support vector regression

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

Multi-task twin bounded support vector machine and its safe screening rule

Xuhua Liu, Yitian Xu, Ran An, 2023, Appl. Soft Comput..

Safe sample screening for regularized multi-task learning

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

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.

Multi-task twin spheres support vector machine with maximum margin for imbalanced data classification

Xuhua Liu, Yitian Xu, Ting Wang, 2022, Applied Intelligence.

A Novel Twin Support-Vector Machine With Pinball Loss

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

Asymmetric ν-twin support vector regression

Yitian Xu, Xianli Pan, Zhiji Yang, 2018, Neural Computing and Applications.

A safe screening rule for accelerating weighted twin support vector machine

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

A safe acceleration method for multi-task twin support vector machine

Yitian Xu, Mengdan Ma, Xinying Pang, 2022, International Journal of Machine Learning and Cybernetics.

A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task lasso

Yitian Xu, Xinying Pang, Xinying Pang, 2023, Inf. Sci..

A novel multi-task twin-hypersphere support vector machine for classification

Yitian Xu, Xinying Pang, Ying Zhang, 2022, Inf. Sci..

A safe accelerative approach for pinball support vector machine classifier

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

A rough margin-based ν-twin support vector machine

P. Zhong, Laisheng Wang, Yitian Xu, 2012, Neural Computing and Applications.

A rough margin-based ν-twin support vector machine

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

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

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

Asymmetric ν-twin support vector regression

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

A rough margin-based multi-task ν-twin support vector machine for pattern classification

Xuhua Liu, Yitian Xu, R. An, 2021, Appl. Soft Comput..

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

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

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..

A novel ramp loss-based multi-task twin support vector machine with multi-parameter safe acceleration

Yitian Xu, Xinying Pang, Jiangmeng Zhao, 2022, Neural Networks.

A safe double screening strategy for elastic net support vector machine

Hongmei Wang, Yitian Xu, Yitian Xu, 2022, Inf. Sci..

Twin-parametric margin support vector machine with truncated pinball loss

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

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

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

A two-stage safe screening method for non-convex support vector machine with ramp loss

Ting Wang, Chang Xu, Yitian Xu, 2021, Knowl. Based Syst..

Multi-target regression via self-parameterized Lasso and refactored target space

Xinshuang Xiao, Yitian Xu, Yitian Xu, 2021, 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..

An improved ν-twin bounded support vector machine

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

A Twin Multi-Class Classification Support Vector Machine

Laisheng Wang, Yitian Xu, Rui Guo, 2013, Cognitive Computation.

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.

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

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

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..

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

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

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

Yitian Xu, Xianli Pan, Zhiji Yang, 2017, International Journal of Machine Learning and Cybernetics.

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

Yitian Xu, Yitian Xu, 2016, Neurocomputing.

KNN-based weighted rough ν-twin support vector machine

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

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

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

An improved ν-twin support vector machine

Yitian Xu, Rui Guo, 2014, Applied Intelligence.

Sparse elastic net multi-label rank support vector machine with pinball loss and its applications

Hongmei Wang, Yitian Xu, Yitian Xu, 2021, Appl. Soft Comput..

Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression

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

K-nearest neighbor-based weighted twin support vector regression

Laisheng Wang, Yitian Xu, 2014, Applied Intelligence.

A rough margin-based one class support vector machine

Yitian Xu, Chunmei Liu, 2013, Neural Computing and Applications.

A safe screening rule for Laplacian support vector machine

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

Machine-learning models utilizing CYP3A4*1G show improved prediction of hypoglycemic medication in Type 2 diabetes.

Yaping Tian, Yitian Xu, Qian Chen, 2022, Personalized Medicine.

Online multiple instance boosting for object detection

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

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

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

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.

Training twin support vector regression via linear programming

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

A safe sample screening rule for Universum support vector machines

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

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.

Subspace screening rule for multi-label estimator with sparsity-inducing regularization

Yitian Xu, Peiwei Zhong, 2023, Neurocomputing.

CovidViT: a novel neural network with self-attention mechanism to detect Covid-19 through X-ray images

Yitian Xu, Liyang Wang, Xuhua Liu, 2022, International Journal of Machine Learning and Cybernetics.

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.

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

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

Label Pair of Instances-Based Safe Screening for Multilabel Rank Support Vector Machine

Yitian Xu, Xinye Wang, 2023, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Robust and unbiased positive and unlabeled learning

Yitian Xu, Jie Zhao, Yinjie Liu, 2023, Knowl. Based Syst..

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

Yitian Xu, Xianli Pan, 2021, IEEE Trans. Pattern Anal. Mach. Intell..

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.

Bound estimation-based safe acceleration for maximum margin of twin spheres machine with pinball loss

Yitian Xu, Min Yuan, Yitian Xu, 2021, Pattern Recognit..

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

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

Multi-task least squares twin support vector machine for classification

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

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

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

ν-twin support vector machine with Universum data for classification

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

Sequential safe feature elimination rule for L1-regularized regression with kullback–L

Yitian Xu, Hongmei Wang, Kun Jiang, 2022, Neural Networks.

Instance elimination strategy for non-convex multiple-instance learning using sparse positive bags

Min Yuan, Yitian Xu, Renxiu Feng, 2021, Neural Networks.

A safe screening based framework for support vector regression

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

Rough Margin-Based Linear v Support Vector Machine

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

Two effective sample selection methods for support vector machine

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

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

Fan Xie, Yitian Xu, 2019, Applied Intelligence.

A rough margin-based linear ν support vector regression

Yitian Xu, Yitian Xu, 2012 .

Piecewise linear solution path for pinball twin support vector machine

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

ν-twin support vector machine with Universum data for classification

Yitian Xu, Zhiji Yang, Guohui Li, 2016, Applied Intelligence.

A Weighted Least Squares Twin Support Vector Machine

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

Classification Algorithm Based on Feature Selection and Samples Selection

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