Nai-Yang Deng

54 papers Journal 49Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Union nonparallel support vector machines framework with consistency.
Appl. Soft Comput.
Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Ling-Wei Huang, Yu-Ting Zhao, Naihua Xiu, Nai-Yang Deng
2022 J jnl
Multiple Flat Projections for Cross-Manifold Clustering.
IEEE Trans. Cybern.
Lan Bai, Yuan-Hai Shao, Zhen Wang, Weijie Chen, Nai-Yang Deng
2021 J jnl
Generalized two-dimensional linear discriminant analysis with regularization.
Neural Networks
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
2020 J jnl
Multiple Flat Projections for Cross-manifold Clustering.
CoRR
Lan Bai, Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Nai-Yang Deng
2020 J jnl
Principal Component Analysis Based on T๐“
CoRR
Xiang-Fei Yang, Yuan-Hai Shao, Chun-Na Li, Li-Ming Liu, Nai-Yang Deng
2019 J jnl
2DRLPP: Robust two-dimensional locality preserving projection with regularization.
Knowl. Based Syst.
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
2019 J jnl
Joint sample and feature selection via sparse primal and dual LSSVM.
Knowl. Based Syst.
Yuan-Hai Shao, Chun-Na Li, Ling-Wei Huang, Zhen Wang, Nai-Yang Deng, Yan Xu
2019 J jnl
Robust Bhattacharyya bound linear discriminant analysis through an adaptive algorithm.
Knowl. Based Syst.
Chun-Na Li, Yuan-Hai Shao, Zhen Wang, Nai-Yang Deng, Zhi-Min Yang
2019 J jnl
Robust bilateral Lp-norm two-dimensional linear discriminant analysis.
Inf. Sci.
Chun-Na Li, Yuan-Hai Shao, Zhen Wang, Nai-Yang Deng
2019 J jnl
Single Versus Union: Non-parallel Support Vector Machine Frameworks.
CoRR
Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Yu-Ting Zhao, Ling-Wei Huang, Naihua Xiu, Nai-Yang Deng
2018 J jnl
Generalized two-dimensional linear discriminant analysis with regularization.
CoRR
Chun-Na Li, Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
2018 J jnl
Insensitive stochastic gradient twin support vector machines for large scale problems.
Inf. Sci.
Zhen Wang, Yuan-Hai Shao, Lan Bai, Chun-Na Li, Li-Ming Liu, Nai-Yang Deng
2018 J jnl
Robust
Neurocomputing
Wei-Jie Chen, Chun-Na Li, Yuan-Hai Shao, Ju Zhang, Nai-Yang Deng
2018 J jnl
Robust Bhattacharyya bound linear discriminant analysis through adaptive algorithm.
CoRR
Chun-Na Li, Yuan-Hai Shao, Zhen Wang, Nai-Yang Deng
2018 J jnl
Sparse
Pattern Recognit.
Yuan-Hai Shao, Chun-Na Li, Ming-Zeng Liu, Zhen Wang, Nai-Yang Deng
2017 J jnl
Robust L
Appl. Math. Comput.
Ya-Fen Ye, Yuan-Hai Shao, Nai-Yang Deng, Chun-Na Li, Xiang-Yu Hua
2017 J jnl
Stochastic Gradient Twin Support Vector Machine for Large Scale Problems.
CoRR
Zhen Wang, Yuan-Hai Shao, Lan Bai, Li-Ming Liu, Nai-Yang Deng
2016 J jnl
Computational probing protein-protein interactions targeting small molecules.
Bioinform.
Yong-Cui Wang, Shi-Long Chen, Nai-Yang Deng, Yong Wang
2016 J jnl
Extensive semi-quantitative regression.
Neurocomputing
Yuan-Hai Shao, Ya-Fen Ye, Yong-Cui Wang, Nai-Yang Deng
2016 J jnl
MBLDA: A novel multiple between-class linear discriminant analysis.
Inf. Sci.
Zhen Wang, Yuan-Hai Shao, Lan Bai, Chun-Na Li, Li-Ming Liu, Nai-Yang Deng
2016 J jnl
MLTSVM: A novel twin support vector machine to multi-label learning.
Pattern Recognit.
Wei-Jie Chen, Yuan-Hai Shao, Chun-Na Li, Nai-Yang Deng
2016 J jnl
Weighted Lagrange ฮต-twin support vector regression.
Neurocomputing
Ya-Fen Ye, Lan Bai, Xiang-Yu Hua, Yuan-Hai Shao, Zhen Wang, Nai-Yang Deng
2015 J jnl
Combined outputs framework for twin support vector machines.
Appl. Intell.
Yuan-Hai Shao, Xiang-Yu Hua, Li-Ming Liu, Zhi-Min Yang, Nai-Yang Deng
2015 J jnl
Laplacian unit-hyperplane learning from positive and unlabeled examples.
Inf. Sci.
Yuan-Hai Shao, Wei-Jie Chen, Li-Ming Liu, Nai-Yang Deng
2015 โ€” conf
Locality Sensitive Proximal Classifier with Consistency for Small Sample Size Problem.
ICDM Workshops
Yuan-Hai Shao, Zhen Wang, Chun-Na Li, Nai-Yang Deng
2015 J jnl
Robust L1-norm two-dimensional linear discriminant analysis.
Neural Networks
Chun-Na Li, Yuan-Hai Shao, Nai-Yang Deng
2015 J jnl
The Equivalence Between Principal Component Analysis and Nearest Flat in the Least Square Sense.
J. Optim. Theory Appl.
Yuan-Hai Shao, Nai-Yang Deng
2015 J jnl
Twin Support Vector Machine for Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Wang, Yuan-Hai Shao, Lan Bai, Nai-Yang Deng
2015 J jnl
Weighted linear loss twin support vector machine for large-scale classification.
Knowl. Based Syst.
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Chun-Na Li, Nai-Yang Deng
2014 J jnl
A novel feature selection method for twin support vector machine.
Knowl. Based Syst.
Lan Bai, Zhen Wang, Yuan-Hai Shao, Nai-Yang Deng
2014 J jnl
A proximal classifier with positive and negative local regions.
Neurocomputing
Yuan-Hai Shao, Wei-Jie Chen, Zhen Wang, Haibin Zhang, Nai-Yang Deng
2014 J jnl
An efficient weighted Lagrangian twin support vector machine for imbalanced data classification.
Pattern Recognit.
Yuan-Hai Shao, Wei-Jie Chen, Jing-Jing Zhang, Zhen Wang, Nai-Yang Deng
2014 J jnl
Laplacian least squares twin support vector machine for semi-supervised classification.
Neurocomputing
Wei-Jie Chen, Yuan-Hai Shao, Nai-Yang Deng, Zhi-Lin Feng
2014 J jnl
Nonparallel hyperplane support vector machine for binary classification problems.
Inf. Sci.
Yuan-Hai Shao, Wei-Jie Chen, Nai-Yang Deng
2014 โ€” conf
Proximal Classifier via Absolute Value Inequalities.
ICDM Workshops
Yuan-Hai Shao, Chun-Na Li, Zhen Wang, Ming-Zeng Liu, Nai-Yang Deng
2014 โ€” conf
Weighted Linear Loss Support Vector Machine for Large Scale Problems.
ITQM
Yuan-Hai Shao, Zhen Wang, Zhi-Min Yang, Nai-Yang Deng
2013 J jnl
A novel margin-based twin support vector machine with unity norm hyperplanes.
Neural Comput. Appl.
Yuan-Hai Shao, Nai-Yang Deng
2013 J jnl
A proximal classifier with consistency.
Knowl. Based Syst.
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen
2013 J jnl
A regularization for the projection twin support vector machine.
Knowl. Based Syst.
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
2013 J jnl
An ฮต-twin support vector machine for regression.
Neural Comput. Appl.
Yuan-Hai Shao, Chunhua Zhang, Zhi-Min Yang, Ling Jing, Nai-Yang Deng
2013 J jnl
Constructing support vector machine ensemble with segmentation for imbalanced datasets.
Neural Comput. Appl.
Qian Li, Bing Yang, Yi Li, Nai-Yang Deng, Ling Jing
2013 J jnl
Improved Generalized Eigenvalue Proximal Support Vector Machine.
IEEE Signal Process. Lett.
Yuan-Hai Shao, Nai-Yang Deng, Wei-Jie Chen, Zhen Wang
2013 J jnl
Least squares twin parametric-margin support vector machine for classification.
Appl. Intell.
Yuan-Hai Shao, Zhen Wang, Wei-Jie Chen, Nai-Yang Deng
2013 J jnl
Network predicting drug's anatomical therapeutic chemical code.
Bioinform.
Yong-Cui Wang, Shi-Long Chen, Nai-Yang Deng, Yong Wang
2013 โ€” conf
Proximal Plane Clustering via Eigenvalues.
ITQM
Yuan-Hai Shao, Lan Bai, Zhen Wang, Xiang-Yu Hua, Nai-Yang Deng
2013 โ€” conf
The Best Separating Decision Tree Twin Support Vector Machine for Multi-Class Classification.
ITQM
Yuan-Hai Shao, Wei-Jie Chen, Wen-Biao Huang, Zhi-Min Yang, Nai-Yang Deng
2012 J jnl
A coordinate descent margin based-twin support vector machine for classification.
Neural Networks
Yuan-Hai Shao, Nai-Yang Deng
2012 J jnl
Least squares recursive projection twin support vector machine for classification.
Pattern Recognit.
Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang
2012 J jnl
Probabilistic outputs for twin support vector machines.
Knowl. Based Syst.
Yuan-Hai Shao, Nai-Yang Deng, Zhi-Min Yang, Wei-Jie Chen, Zhen Wang
2011 J jnl
Improvements on Twin Support Vector Machines.
IEEE Trans. Neural Networks
Yuan-Hai Shao, Chunhua Zhang, Xiao-Bo Wang, Nai-Yang Deng
2011 J jnl
Improving accuracy of protein-protein interaction prediction by considering the converse problem for sequence representation.
BMC Bioinform.
Xian-Wen Ren, Yong-Cui Wang, Yong Wang, Xiang-Sun Zhang, Nai-Yang Deng
2011 J jnl
Kernel-based data fusion improves the drug-protein interaction prediction.
Comput. Biol. Chem.
Yong-Cui Wang, Chunhua Zhang, Nai-Yang Deng, Yong Wang
2011 J jnl
Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical context.
BMC Syst. Biol.
Yong-Cui Wang, Yong Wang, Zhi-Xia Yang, Nai-Yang Deng
2010 J jnl
Sequence-based protein-protein interaction prediction via support vector machine.
J. Syst. Sci. Complex.
Yong-Cui Wang, Jiguang Wang, Zhixia Yang, Nai-Yang Deng