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Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 8, 页码: 6979-6992
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Electrodes  Gesture recognition  Muscles  Electromyography  Internet of Things  Empirical mode decomposition  Convolutional recurrent neural network (CRNN)  gesture recognition  multivariate empirical mode decomposition (MEMD)  surface electromyography (sEMG)  
Dual layer transfer learning for sEMG-based user-independent gesture recognition 期刊论文
PERSONAL AND UBIQUITOUS COMPUTING, 2020, 页码: 12
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Gesture recognition  Surface electro-myography  User-independent  Transfer learning  Dual layer  
Wearing-independent hand gesture recognition method based on EMG armband 期刊论文
PERSONAL AND UBIQUITOUS COMPUTING, 2018, 卷号: 22, 期号: 3, 页码: 511-524
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang;  Liu, Hong
收藏  |  浏览/下载：244/0  |  提交时间：2019/04/03
Human-computer interaction  Hand gesture recognition  Electromyographic (EMG)  
Less annotation on active learning using confidence-weighted predictions 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1629-1636
作者:  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Zhang, Yingwei
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/10
Extreme Learning Machine  Online sequential learning  Active learning  Less annotation  
ASELM: Adaptive semi-supervised ELM with application in question subjectivity identification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 页码: 599-609
作者:  Fu, Hongping;  Niu, Zhendong;  Zhang, Chunxia;  Yu, Hanchao;  Ma, Jing;  Chen, Jie;  Chen, Yiqiang;  Liu, Junfa
收藏  |  浏览/下载：61/0  |  提交时间：2019/12/13
ELM  Adaptive semi-supervised ELM  Question subjectivity identification  Community question answering