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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：67/0  |  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：64/0  |  提交时间：2020/12/10
Gesture recognition  Surface electro-myography  User-independent  Transfer learning  Dual layer  
A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1038-1050
作者:  Hu, Chunyu;  Chen, Yiqiang;  Peng, Xiaohui;  Yu, Han;  Gao, Chenlong;  Hu, Lisha
收藏  |  浏览/下载：276/0  |  提交时间：2019/08/16
Feature incremental learning  activity recognition  random forest  
Inferring Cognitive Wellness from Motor Patterns 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 12, 页码: 2340-2353
作者:  Chen, Yiqiang;  Hu, Chunyu;  Hu, Bin;  Hu, Lisha;  Yu, Han;  Miao, Chunyan
收藏  |  浏览/下载：91/0  |  提交时间：2019/08/16
Correlation analysis  motor pattern  cognitive wellness  imbalanced small-sampling feature selection  imbalanced classification  
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：252/0  |  提交时间：2019/04/03
Human-computer interaction  Hand gesture recognition  Electromyographic (EMG)  
Dynamic Generation of Internet of Things Organizational Structures Through Evolutionary Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2018, 卷号: 5, 期号: 2, 页码: 943-954
作者:  Shen, Zhiqi;  Yu, Han;  Yu, Ling;  Miao, Chunyan;  Chen, Yiqiang;  Lesser, Victor R.
收藏  |  浏览/下载：61/0  |  提交时间：2019/12/10
Evolutionary computing  Internet of Things (IoT)  organization  
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：45/0  |  提交时间：2019/12/10
Extreme Learning Machine  Online sequential learning  Active learning  Less annotation  
Algorithmic Management for Improving Collective Productivity in Crowdsourcing 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 11
作者:  Yu, Han;  Miao, Chunyan;  Chen, Yiqiang;  Fauvel, Simon;  Li, Xiaoming;  Lesser, Victor R.
收藏  |  浏览/下载：64/0  |  提交时间：2019/12/12
A dataset of human decision-making in teamwork management 期刊论文
SCIENTIFIC DATA, 2017, 卷号: 4, 页码: 12
作者:  Yu, Han;  Shen, Zhiqi;  Miao, Chunyan;  Leung, Cyril;  Chen, Yiqiang;  Fauvel, Simon;  Lin, Jun;  Cui, Lizhen;  Pan, Zhengxiang;  Yang, Qiang
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/12
BrainStorm: a psychosocial game suite design for non-invasive cross-generational cognitive capabilities data collection 期刊论文
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2017, 卷号: 29, 期号: 6, 页码: 1311-1323
作者:  Ahmad, Faizan;  Chen, Yiqiang;  Hu, Lisha;  Wang, Shuangquan;  Wang, Jindong;  Chen, Zhenyu;  Jiang, Xinlong;  Shen, Jianfei
收藏  |  浏览/下载：62/0  |  提交时间：2019/12/12
Inclusive Design  assistive technology  social participation  leisure activity  adaptability  brain games