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Journal Articles
- 2021
[j5]Qianli Ma
, Zhenjing Zheng, Wanqing Zhuang, Enhuan Chen, Jia Wei, Jiabing Wang:
Echo Memory-Augmented Network for time series classification. Neural Networks 133: 177-192 (2021)- [j4]Qianli Ma, Sen Li, Wanqing Zhuang, Sen Li, Jiabing Wang, Delu Zeng:
Self-Supervised Time Series Clustering With Model-Based Dynamics. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3942-3955 (2021) - 2020
- [j3]Kaihong Zheng, Bin Qian, Sen Li, Yong Xiao, Wanqing Zhuang, Qianli Ma:
Long-Short Term Echo State Network for Time Series Prediction. IEEE Access 8: 91961-91974 (2020) - [j2]Bin Qian, Yong Xiao, Zhenjing Zheng, Mi Zhou, Wanqing Zhuang, Sen Li, Qianli Ma:
Dynamic Multi-Scale Convolutional Neural Network for Time Series Classification. IEEE Access 8: 109732-109746 (2020) - 2019
- [j1]Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell:
Time series classification with Echo Memory Networks. Neural Networks 117: 225-239 (2019)
Conference and Workshop Papers
- 2021
- [c4]Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell:
Joint-Label Learning by Dual Augmentation for Time Series Classification. AAAI 2021: 8847-8855 - 2020
- [c3]Qianli Ma, Wanqing Zhuang, Sen Li, Desen Huang, Garrison W. Cottrell:
Adversarial Dynamic Shapelet Networks. AAAI 2020: 5069-5076 - 2019
- [c2]Qianli Ma, Wanqing Zhuang, Garrison W. Cottrell:
Triple-Shapelet Networks for Time Series Classification. ICDM 2019: 1246-1251 - 2017
- [c1]Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen:
Decouple Adversarial Capacities with Dual-Reservoir Network. ICONIP (5) 2017: 475-483
Coauthor Index
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