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Facile PEG-based isolation and classification of cancer extracellular vesicles and particles with label-free surface-enhanced Raman scattering and pattern recognition algorithm 期刊论文
ANALYST, 2021, 卷号: 146, 期号: 6, 页码: 1949-1955
作者:  Yin, Pengju;  Li, Guoqian;  Zhang, Baoyue;  Farjana, Haque;  Zhao, Lei;  Qin, Hongwei;  Hu, Bo;  Ou, Jianzhen;  Tian, Jie
收藏  |  浏览/下载：166/0  |  提交时间：2021/04/21
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
作者:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
收藏  |  浏览/下载：251/0  |  提交时间：2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism  
Observer-Based Adaptive Fuzzy Tracking Control Using Integral Barrier Lyapunov Functionals for A Nonlinear System With Full State Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 617-627
作者:  Wei Zhao;  Yanjun Liu;  Lei Liu
Adobe PDF(2090Kb)  |  收藏  |  浏览/下载：313/134  |  提交时间：2021/04/09
Adaptive control  backstepping design  integral barrier Lyapunov function (iBLF)  states observer  
A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 581-593
作者:  Zhao-Hua Liu;  Xu-Dong Meng;  Hua-Liang Wei;  Liang Chen;  Bi-Liang Lu;  Zhen-Heng Wang;  Lei Chen
Adobe PDF(4710Kb)  |  收藏  |  浏览/下载：120/50  |  提交时间：2021/07/20
Deep learning  fault diagnosis  fault prognosis  long and short time memory network (LSTM)  rolling bearing  rotating machinery  regularization  remaining useful life prediction (RUL)  recurrent neural network (RNN)