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Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download：23/1  |  Submit date：2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
Adobe PDF(3684Kb)  |  Favorite  |  View/Download：17/0  |  Submit date：2021/02/14
hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download：16/1  |  Submit date：2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Xiong DZ(熊德臻);  Zhang DH(张道辉);  Zhao XG(赵新刚);  Zhao YW(赵忆文)
Adobe PDF(3569Kb)  |  Favorite  |  View/Download：41/2  |  Submit date：2021/02/27
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
基于多块信息提取的AUV资源勘查系统故障检测 期刊论文
控制与决策, 2020, 页码: 1-10
Authors:  郭大权;  杨宗圣;  周晓锋;  李帅;  徐春晖
Adobe PDF(33327Kb)  |  Favorite  |  View/Download：117/25  |  Submit date：2019/12/14
AUV  主元分析  故障检测  信息提取  多块建模  
Review of palm vein recognition 期刊论文
IET BIOMETRICS, 2020, 卷号: 9, 期号: 1, 页码: 1-10
Authors:  Wu W(吴微);  Elliott, Stephen John;  Lin S(林森);  Sun, Shenshen;  Tang YD(唐延东)
Adobe PDF(1563Kb)  |  Favorite  |  View/Download：141/31  |  Submit date：2020/02/17
Decoding multiclass motor imagery EEG from the same upper limb by combining Riemannian geometry features and partial least squares regression 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2020, 卷号: 17, 期号: 4, 页码: 1-18
Authors:  Chu YQ(褚亚奇);  Zhao XG(赵新刚);  Zou YJ(邹宜君);  Xu WL(徐卫良);  Song GL(宋国立);  Han JD(韩建达);  Zhao YW(赵忆文)
Adobe PDF(1662Kb)  |  Favorite  |  View/Download：127/15  |  Submit date：2020/09/12
motor imagery EEG  same upper limb  Riemannian geometry features  partial least squares regression  brain-machine interface  
Graph-Based Method for Fault Detection in the Iron-Making Process 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 40171-40179
Authors:  An RQ(安汝峤);  Yang CJ(杨春节);  Pan YJ(潘怡君)
Adobe PDF(4832Kb)  |  Favorite  |  View/Download：153/39  |  Submit date：2020/04/01
Fault detection  graph  iron-making process  Mahalanobis distance  minimum spanning tree  
Concrete defects inspection and 3D mapping using CityFlyer quadrotor robot 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
Authors:  Yang L(杨亮);  Li, Bing;  Li, Wei;  Brand, Howard;  Jiang, Biao
Adobe PDF(1414Kb)  |  Favorite  |  View/Download：77/12  |  Submit date：2020/07/18
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion  
Fast Acceleration and Velocity Estimation for Wideband Stretching LFM Radars Based on Mutual Bias Correction 期刊论文
IEEE SENSORS JOURNAL, 2020, 卷号: 20, 期号: 15, 页码: 8683-8697
Authors:  Zhang, Yixiong;  Chen, Xiufang;  Xu, Huawei;  Zhang, Xiao-Ping;  Qi F(祁峰)
Adobe PDF(2849Kb)  |  Favorite  |  View/Download：44/6  |  Submit date：2020/07/18
Acceleration  Wideband  Estimation  Two dimensional displays  Radar imaging  LFM  motion parameter estimation