| Analysis SimCO algorithms for sparse analysis model based dictionary learning J Dong, W Wang, W Dai, MD Plumbley, ZF Han, J Chambers IEEE Transactions on Signal Processing 64 (2), 417-431, 2015 | 49 | 2015 |
| Low-rank and sparse matrix decomposition via the truncated nuclear norm and a sparse regularizer Z Xue, J Dong, Y Zhao, C Liu, R Chellali the visual computer 35 (11), 1549-1566, 2019 | 43 | 2019 |
| Sparse analysis model based multiplicative noise removal with enhanced regularization J Dong, Z Han, Y Zhao, W Wang, A Prochazka, J Chambers Signal Processing 137, 160-176, 2017 | 39 | 2017 |
| Analysis SimCO: A new algorithm for analysis dictionary learning J Dong, W Wang, W Dai 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 29 | 2014 |
| Low rank matrix completion using truncated nuclear norm and sparse regularizer J Dong, Z Xue, J Guan, ZF Han, W Wang Signal Processing: Image Communication 68, 76-87, 2018 | 27 | 2018 |
| Orthogonal least squares based center selection for fault-tolerant RBF networks J Dong, Y Zhao, C Liu, ZF Han, CS Leung Neurocomputing 339, 217-231, 2019 | 15 | 2019 |
| Audio super-resolution using analysis dictionary learning J Dong, W Wang, J Chambers 2015 IEEE International Conference on Digital Signal Processing (DSP), 604-608, 2015 | 10 | 2015 |
| Sparse analysis model based dictionary learning for signal declipping B Li, L Rencker, J Dong, Y Luo, MD Plumbley, W Wang IEEE Journal of Selected Topics in Signal Processing 15 (1), 25-36, 2021 | 8 | 2021 |
| Support vector machine embedding discriminative dictionary pair learning for pattern classification J Dong, L Yang, C Liu, W Cheng, W Wang Neural networks 155, 498-511, 2022 | 7 | 2022 |
| Polynomial dictionary learning algorithms in sparse representations J Guan, X Wang, P Feng, J Dong, J Chambers, ZL Jiang, W Wang Signal Processing 142, 492-503, 2018 | 5 | 2018 |
| Sparse Analysis Model Based Dictionary Learning and Signal Reconstruction J Dong PQDT-UK & Ireland, 2016 | 4 | 2016 |
| Robust PCA using nonconvex rank approximation and sparse regularizer J Dong, Z Xue, W Wang Circuits, Systems, and Signal Processing 39 (6), 3086-3104, 2020 | 3 | 2020 |
| Removing speckle noise by analysis dictionary learning J Dong, W Wang, J Chambers 2015 Sensor Signal Processing for Defence (SSPD), 1-5, 2015 | 3 | 2015 |
| A polynomial dictionary learning method for acoustic impulse response modeling J Guan, J Dong, X Wang, W Wang Latent Variable Analysis and Signal Separation: 12th International …, 2015 | 3 | 2015 |
| Discriminative analysis dictionary learning with adaptively ordinal locality preserving J Dong, K Wu, C Liu, X Mei, W Wang Neural networks 165, 298-309, 2023 | 2 | 2023 |
| Distributed analysis dictionary learning using a diffusion strategy J Dong, L Yang, C Liu, X Luo, J Guan Neural Processing Letters, 1-15, 2022 | 2 | 2022 |
| Constrained PSO based center selection for RBF networks under concurrent fault situation J Dong, Y Zhao, C Liu Neural Processing Letters 51 (3), 2437-2451, 2020 | 2 | 2020 |
| Simplified Structured Analysis Dictionary Learning for Image Classification L Yang, J Dong, X Mei 2022 7th International Conference on Computational Intelligence and …, 2022 | 1 | 2022 |
| A Distributed Learning Algorithm for RBF Neural Networks J Dong, L Yang, X Luo 2021 6th International Conference on Computational Intelligence and …, 2021 | 1 | 2021 |
| Distributed Analysis Dictionary Learning Based on Consensus Constraints L Yang, J Dong, J Zhang, X Luo, J Guan 2021 IEEE 6th International Conference on Signal and Image Processing (ICSIP …, 2021 | | 2021 |
