| Dynamic multi-scale convolutional neural network for time series classification B Qian, Y Xiao, Z Zheng, M Zhou, W Zhuang, S Li, Q Ma IEEE access 8, 109732-109746, 2020 | 44 | 2020 |
| Self-supervised time series clustering with model-based dynamics Q Ma, S Li, W Zhuang, J Wang, D Zeng IEEE Transactions on Neural Networks and Learning Systems 32 (9), 3942-3955, 2020 | 36 | 2020 |
| Adversarial dynamic shapelet networks Q Ma, W Zhuang, S Li, D Huang, G Cottrell Proceedings of the AAAI conference on artificial intelligence 34 (04), 5069-5076, 2020 | 36 | 2020 |
| Long-short term echo state network for time series prediction K Zheng, B Qian, S Li, Y Xiao, W Zhuang, Q Ma IEEE Access 8, 91961-91974, 2020 | 34 | 2020 |
| Time series classification with echo memory networks Q Ma, W Zhuang, L Shen, GW Cottrell Neural networks 117, 225-239, 2019 | 27 | 2019 |
| Triple-shapelet networks for time series classification Q Ma, W Zhuang, G Cottrell 2019 IEEE International Conference on Data Mining (ICDM), 1246-1251, 2019 | 22 | 2019 |
| Echo memory-augmented network for time series classification Q Ma, Z Zheng, W Zhuang, E Chen, J Wei, J Wang Neural Networks 133, 177-192, 2021 | 17 | 2021 |
| Joint-label learning by dual augmentation for time series classification Q Ma, Z Zheng, J Zheng, S Li, W Zhuang, GW Cottrell Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8847-8855, 2021 | 14 | 2021 |
| Decouple adversarial capacities with dual-reservoir network Q Ma, L Shen, W Zhuang, J Chen Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 3 | 2017 |
