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基于表面肌电的意图识别方法在非理想条件下的研究进展 期刊论文
自动化学报, 2021, 页码: 1-19
Authors:  李自由;  赵新刚;  张弼;  丁其川;  张道辉;  韩建达
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肌电信号  研究进展  非理想条件  模式识别  
基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors:  翟乃举;  周晓锋;  李帅;  史海波
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加热炉  迁移学习  时间卷积网络  知识蒸馏  
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)
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Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors:  Tang FZ(唐凤珍);  Fan ML(范孟灵);  Tino, Peter
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Generalized learning vector quantization (GLVQ)  learning vector quantization (LVQ)  Riemannian geodesic distances  Riemannian manifold  
A Kriged Compressive Sensing Approach to Reconstruct Acoustic Fields From Measurements Collected by Underwater Vehicles 期刊论文
IEEE Journal of Oceanic Engineering, 2021, 卷号: 46, 期号: 1, 页码: 294-306
Authors:  Sun J(孙洁);  Liu SJ(刘世杰);  Zhang FM(张福民);  Song AJ(宋爱军);  Yu JC(俞建成);  Zhang AQ(张艾群)
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Acoustic field reconstruction  compressive sensing (CS)  kriging interpolation  underwater mobile platforms  
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1439-1452
Authors:  Ren WH(任卫红);  Wang, Xinchao;  Tian JD(田建东);  Tang YD(唐延东);  Chan, Antoni B.
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People tracking  crowd density map  multiple people tracking  flow tracking  
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
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hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 8220-8232
Authors:  Yu, Mengmeng;  Zhang, Xiongfeng;  Jiang, Junhui;  Lee, ChangDae;  Hong, Seung Ho;  Wang K(王锴);  Xu AD(徐皑冬)
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Demand response (DR)  implementation  energy management  game theory  
Remaining Useful Life Prediction of Lithium Batteries Based on Extended Kalman Particle Filter 期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2021, 卷号: 16, 期号: 2, 页码: 206-214
Authors:  Zhang, Ning;  Xu AD(徐皑冬);  Wang K(王锴);  Han XJ(韩晓佳);  Hong, Wenhuan;  Hong, Seung Ho
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lithium‐  ion battery  remaining useful life  extended Kalman particle filter  double exponential empirical degradation model  
Particle filtering based remaining useful life prediction for electromagnetic coil insulation 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 2, 页码: 1-14
Authors:  Guo HF(郭海丰);  Xu AD(徐皑冬);  Wang K(王锴);  Sun Y(孙越);  Han XJ(韩晓佳);  Hong, Seung Ho;  Yu, Mengmeng
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insulation degradation  insulation failure  inter-turn short  resonant frequency  PF  prognostics