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What can "drag & drop" tell? Detecting mild cognitive impairment by hand motor function assessment under dual-task paradigm 期刊论文
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2021, 卷号: 145, 页码: 18
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Lv, Zeping;  Yang, Xiaodong;  Hu, Chunyu;  Zhang, Tengxiang
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Mild cognitive impairment  Hand motor function  Dual-task  Touchscreen  
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  
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