Nai-Yang Deng

Overview

Best Publications

• Improvements on Twin Support Vector Machines

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

  628
  Citations

• Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions

  Naiyang Deng;Yingjie Tian;Chunhua Zhang

  583
  Citations

• Nonmonotonic trust region algorithm

  N. Y. Deng;Y. Xiao;F. J. Zhou

  316
  Citations

• iSNO-AAPair: incorporating amino acid pairwise coupling into PseAAC for predicting cysteine S-nitrosylation sites in proteins.

  Yan Xu;Xiao-Jian Shao;Ling-Yun Wu;Nai-Yang Deng

  314
  Citations

• iNitro-Tyr: prediction of nitrotyrosine sites in proteins with general pseudo amino acid composition.

  Yan Xu;Xin Wen;Li-Shu Wen;Ling-Yun Wu

  277
  Citations

• New Quasi-Newton Equation and Related Methods for Unconstrained Optimization

  J. Z. Zhang;N. Y. Deng;L. H. Chen

  270
  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

• Drug repositioning by kernel-based integration of molecular structure, molecular activity, and phenotype data.

  Yongcui Wang;Shilong Chen;Naiyang Deng;Yong Wang;Yong Wang

  168
  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

• 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

• Prediction of palmitoylation sites using the composition of k-spaced amino acid pairs.

  Xiao-Bo Wang;Ling-Yun Wu;Yong-Cui Wang;Nai-Yang Deng

  96
  Citations

• Prediction of enzyme subfamily class via pseudo amino acid composition by incorporating the conjoint triad feature.

  Yong-Cui Wang;Xiao-Bo Wang;Zhi-Xia Yang;Nai-Yang Deng

  95
  Citations

• iSuc-PseAAC: predicting lysine succinylation in proteins by incorporating peptide position-specific propensity

  Yan Xu;Ya-Xin Ding;Jun Ding;Ya-Hui Lei

  94
  Citations

• Research Article: Kernel-based data fusion improves the drug-protein interaction prediction

  Yong-Cui Wang;Chun-Hua Zhang;Nai-Yang Deng;Yong Wang

  87
  Citations