Yuan-Hai Shao

Overview

Best Publications

• Improvements on Twin Support Vector Machines

  Yuan-Hai Shao;Chun-Hua Zhang;Xiao-Bo Wang;Nai-Yang Deng

  628
  Citations

• Comprehensive Review On Twin Support Vector Machines

  Mohammad Tanveer;T. Rajani;Reshma Rastogi;Yuan-Hai Shao

  250
  Citations

• Nonparallel hyperplane support vector machine for binary classification problems

  Yuan-Hai Shao;Wei-Jie Chen;Nai-Yang Deng

  182
  Citations

• An efficient weighted Lagrangian twin support vector machine for imbalanced data classification

  Yuan-Hai Shao;Wei-Jie Chen;Jing-Jing Zhang;Zhen Wang

  180
  Citations

• Least squares recursive projection twin support vector machine for classification

  Yuan-Hai Shao;Nai-Yang Deng;Zhi-Min Yang

  159
  Citations

• MLTSVM: A novel twin support vector machine to multi-label learning

  Wei-Jie Chen;Yuan-Hai Shao;Chun-Na Li;Nai-Yang Deng

  156
  Citations

• An ε-twin support vector machine for regression

  Yuan-Hai Shao;Chun-Hua Zhang;Zhi-Min Yang;Ling Jing

  152
  Citations

• Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss

  Huajun Wang;Yuanhai Shao;Shenglong Zhou;Ce Zhang

  135
  Citations

• Twin Support Vector Machine for Clustering

  Zhen Wang;Yuan-Hai Shao;Lan Bai;Nai-Yang Deng

  127
  Citations

• A regularization for the projection twin support vector machine

  Yuan-Hai Shao;Zhen Wang;Wei-Jie Chen;Nai-Yang Deng

  121
  Citations

• A coordinate descent margin based-twin support vector machine for classification

  Yuan-Hai Shao;Nai-Yang Deng

  116
  Citations

• Robust L1-norm two-dimensional linear discriminant analysis

  Chun-Na Li;Yuan-Hai Shao;Nai-Yang Deng

  109
  Citations

• Weighted linear loss twin support vector machine for large-scale classification

  Yuan-Hai Shao;Wei-Jie Chen;Zhen Wang;Chun-Na Li

  100
  Citations

• Multiple birth support vector machine for multi-class classification

  Zhi-Xia Yang;Yuan-Hai Shao;Xiang-Sun Zhang

  96
  Citations

• Laplacian smooth twin support vector machine for semi-supervised classification

  Wei-Jie Chen;Yuan-Hai Shao;Ning Hong

  83
  Citations

• Improved Generalized Eigenvalue Proximal Support Vector Machine

  Yuan-Hai Shao;Nai-Yang Deng;Wei-Jie Chen;Zhen Wang

  83
  Citations

• A GA-based model selection for smooth twin parametric-margin support vector machine

  Zhen Wang;Yuan-Hai Shao;Tie-Ru Wu

  78
  Citations

• Robust and Sparse Linear Discriminant Analysis via an Alternating Direction Method of Multipliers

  Chun-Na Li;Yuan-Hai Shao;Wotao Yin;Ming-Zeng Liu

  72
  Citations

• Robust L1-norm non-parallel proximal support vector machine

  Chun-Na Li;Yuan-Hai Shao;Nai-Yang Deng

  56
  Citations

• Laplacian least squares twin support vector machine for semi-supervised classification

  Wei-Jie Chen;Yuan-Hai Shao;Nai-Yang Deng;Zhi-Lin Feng

  56
  Citations

• Probabilistic outputs for twin support vector machines

  Yuan-Hai Shao;Nai-Yang Deng;Zhi-Min Yang;Wei-Jie Chen

  55
  Citations