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 | 137 | 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 | 134 | 2018 |
Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion J Wen, Z Zhang, Z Zhang, L Fei, M Wang IEEE Transactions on Cybernetics, 2020 | 129 | 2020 |
CNN-based Encoder-Decoder Networks for Salient Object Detection: A Comprehensive Review and Recent Advances Y Jia, H Zhang, Z Zhang, M Liu Information Sciences, 2020 | 118 | 2020 |
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 | 106 | 2020 |
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 | 106 | 2016 |
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 | 98 | 2017 |
Zero-VAE-GAN: Generating Unseen Features for Generalized and Transductive Zero-Shot Learning R Gao, X Hou, J Qin, J Chen, L Liu, F Zhu, Z Zhang, L Shao IEEE Transactions on Image Processing 29, 3665-3680, 2020 | 94 | 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 | 93 | 2018 |
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking Y Wei, Z Zhang, Y Wang, M Xu, Y Yang, S Yan, M Wang IEEE Transactions on Image Processing (IEEE TIP) 30, 4788-4801, 2021 | 91 | 2021 |
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 | 90 | 2013 |
Nonpeaked Discriminant Analysis for Data Representation Q Ye, Z Li, L Fu, Z Zhang, W Yang, G Yang IEEE transactions on neural networks and learning systems 30 (12), 3818-3832, 2019 | 88 | 2019 |
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 | 88 | 2015 |
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 | 88 | 2014 |
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 | 88 | 2013 |
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 | 82 | 2015 |
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 | 79 | 2016 |
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 | 75 | 2012 |
Nonlinear feature selection using Gaussian kernel SVM-RFE for fault diagnosis Y Xue, L Zhang, B Wang, Z Zhang, F Li Applied Intelligence 48, 3306-3331, 2018 | 74 | 2018 |
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 | 73 | 2020 |