| Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction Z Zhang, F Li, M Zhao, L Zhang, S Yan IEEE Transactions on Image Processing 26 (4), 1607-1622, 2017 | 101 | 2017 |
| Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier Z Zhang, W Jiang, J Qin, L Zhang, F Li, M Zhang, S Yan IEEE Transactions on Neural Networks and Learning Systems 29 (8), 3798-3814, 2018 | 84 | 2018 |
| Fault diagnosis of rolling element bearings via discriminative subspace learning: visualization and classification M Zhao, X Jin, Z Zhang, B Li Expert Systems with Applications 41 (7), 3391-3401, 2014 | 82 | 2014 |
| Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification Z Zhang, F Li, M Zhao, L Zhang, S Yan IEEE Transactions on Image Processing 25 (6), 2429-2443, 2016 | 79 | 2016 |
| Trace Ratio Optimization based Semi-Supervised Nonlinear Dimensionality Reduction for Marginal Manifold Visualization Z Zhang, TWS Chow, M Zhao IEEE Transactions on Knowledge and Data Engineering 25 (5), 1148-1161, 2013 | 79 | 2013 |
| M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction Z Zhang, TWS Chow, M Zhao IEEE Transactions on Cybernetics 43 (1), 180-191, 2013 | 75 | 2013 |
| Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation Z Zhang, F Li, TWS Chow, L Zhang, S Yan IEEE Transactions on Signal Processing 64 (14), 3790-3805, 2016 | 70 | 2016 |
| Graph based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood Z Zhang, M Zhao, TWS Chow IEEE Transactions on Knowledge and Data Engineering 27 (9), 2362-2376, 2015 | 70 | 2015 |
| Automatic image annotation via compact graph based semi-supervised learning M Zhao, TWS Chow, Z Zhang, B Li Knowledge-Based Systems 76, 148–165, 2015 | 69 | 2015 |
| Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction M Zhao, Z Zhang, TWS Chow Pattern Recognition 45 (4), 1482-1499, 2012 | 66 | 2012 |
| Learning from normalized local and global discriminative information for semi-supervised regression and dimensionality reduction M Zhao, TWS Chow, Z Wu, Z Zhang, B Li Information Sciences 324, 286-309, 2015 | 62 | 2015 |
| Binary- and Multi-Class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification Z Zhang, M Zhao, T Chow IEEE Transactions on Knowledge and Data Engineering 25 (10), 2192-2205, 2013 | 59 | 2013 |
| Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition Z Li, Z Zhang, J Qin, Z Zhang, L Shao IEEE transactions on neural networks and learning systems 31 (3), 786-800, 2020 | 56 | 2020 |
| Semi-Supervised Local Multi-Manifold Isomap by Linear Embedding for Feature Extraction Y Zhang, Z Zhang, J Qin, L Zhang, B Li, F Li Pattern Recognition 76, 662-678, 2018 | 55 | 2018 |
| Joint Label Consistent Dictionary Learning and Adaptive Label Prediction for Semi-Supervised Machine Fault Classification W Jiang, Z Zhang, F Li, L Zhang, MB Zhao, X Jin IEEE Transactions on Industrial Informatics 12 (1), 248-256, 2016 | 54 | 2016 |
| Similarity preserving low-rank representation for enhanced data representation and effective subspace learning Z Zhang, S Yan, M Zhao Neural Networks 53, 81-94, 2014 | 53 | 2014 |
| A general soft label based linear discriminant analysis for semi-supervised dimensionality reduction M Zhao, Z Zhang, TWS Chow, B Li Neural Networks 55, 83-97, 2014 | 52 | 2014 |
| Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification Z Zhang, S Yan, M Zhao IEEE Transactions on Image Processing 22 (12), 4640-4651, 2013 | 48 | 2013 |
| Feature clustering based support vector machine recursive feature elimination for gene selection X Huang, L Zhang, B Wang, F Li, Z Zhang Applied Intelligence, 2017 | 45 | 2017 |
| Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation Z Zhang, Y Zhang, G Liu, J Tang, S Yan, M Wang IEEE Transactions on Knowledge and Data Engineering 32 (5), 952-970, 2020 | 42 | 2020 |
Zhao MingboDonghua University, City University of Hong KongAdresse e-mail validée de cityu.edu.hk
