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Improved Deep Learning Predictions for Chlorophyll Fluorescence Based on Decomposition Algorithms: The Importance of Data Preprocessing 期刊论文
WATER, 2023, 卷号: 15, 期号: 23, 页码: 19
作者:  Wang, Lan;  Xie, Mingjiang;  Pan, Min;  He, Feng;  Yang, Bing;  Gong, Zhigang;  Wu, Xuke;  Shang, Mingsheng;  Shan, Kun
收藏  |  浏览/下载：215/0  |  提交时间：2024/01/17
chlorophyll fluorescence  deep learning  online monitoring  time-series decomposition  Dianchi Lake  
Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method 期刊论文
APPLIED SOFT COMPUTING, 2023, 卷号: 149, 页码: 10
作者:  Su, Dan;  Chen, Liangming;  Du, Xiaohao;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载：23/0  |  提交时间：2024/01/17
Convolutional neural network  Caenorhabditis elegans  Nematode connectome  
Highly Accurate Manipulator Calibration via Extended Kalman Filter-Incorporated Residual Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 11, 页码: 10831-10841
作者:  Yang, Weiyi;  Li, Shuai;  Li, Zhibin;  Luo, Xin
收藏  |  浏览/下载：624/0  |  提交时间：2024/05/06
Data driven  draw-wire sensor  extended Kalman filter  geometric error  industrial manipulator  manipulator calibration  nongeometric error  residual neural network (ResNN)  
A Bi-Criteria Kinematic Strategy for Motion/Force Control of Robotic Manipulator 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 13
作者:  Xie, Zhengtai;  Li, Shuai;  Jin, Long
收藏  |  浏览/下载：30/0  |  提交时间：2023/12/25
Motion/force control  robotic manipulator  dynamic neural networks (DNNs)  kinematic perspective.  
Neighbor importance-aware graph collaborative filtering for item recommendation 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 12
作者:  Wang, Qingxian;  Wu, Suqiang;  Bai, Yanan;  Liu, Quanliang;  Shi, Xiaoyu
收藏  |  浏览/下载：36/0  |  提交时间：2023/12/25
Graph neural networks  Recommender system  Node importance  Collaborative filtering  Representation learning  
Combined Physical Process and Deep Learning for Daily Water Level Simulations across Multiple Sites in the Three Gorges Reservoir, China 期刊论文
WATER, 2023, 卷号: 15, 期号: 18, 页码: 16
作者:  Xie, Mingjiang;  Shan, Kun;  Zeng, Sidong;  Wang, Lan;  Gong, Zhigang;  Wu, Xuke;  Yang, Bing;  Shang, Mingsheng
收藏  |  浏览/下载：27/0  |  提交时间：2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
Hand gesture recognition using smooth wavelet packet transformation and hybrid CNN based on surface EMG and accelerometer signal 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 10
作者:  Wang, Le;  Fu, Jianting;  Chen, Hui;  Zheng, Bin
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/25
Gesture recognition  sEMG  SWPT  CNN  LSTM  Accelerometer  
Modified Gradient Projection Neural Network for Multiset Constrained Optimization 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 9, 页码: 9413-9423
作者:  Ying, Liufu;  Long, Jin;  Shuai, Li
收藏  |  浏览/下载：22/0  |  提交时间：2023/12/25
Modified gradient projection neural network (MGPNN)  multiset constrained optimization (MSCO) problem  robust stability  underactuated system  
Research on the Response Characteristics and Identification of Infrasound Signals in the Jialongcuo Ice Avalanche, Tibet 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 18, 页码: 25
作者:  Zhang, Yifang;  Chen, Qiao;  Su, Pengcheng;  Liu, Dunlong;  Cui, Jianzhao;  Chen, Jilong;  Ma, Jianrong;  Xing, Qiao;  Xu, Fenglin;  Fan, Yuanchao;  Wei, Fangqiang
收藏  |  浏览/下载：57/0  |  提交时间：2023/12/25
ice avalanche  ice lake collapse  infrasound signal  feature extraction  classified recognition  
Neural Solution to Dynamic Overdetermined System With Applications to Data Fitting and Parameters Estimation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:  Liu, Mei;  Liufu, Ying;  Lu, Huiyan;  Shang, Mingsheng
收藏  |  浏览/下载：40/0  |  提交时间：2023/12/25
Artificial neural networks  Mathematical models  Real-time systems  Heuristic algorithms  Convergence  Computational modeling  Time-varying systems  Convergence property  dynamic overdetermined system  integral neural solution (INS)  noise-suppression ability  zeroing neural network (ZNN)