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Deep learning for sensor-based activity recognition: A survey 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 119, 页码: 3-11
作者:  Wang, Jindong;  Chen, Yiqiang;  Hao, Shuji;  Peng, Xiaohui;  Hu, Lisha
收藏  |  浏览/下载:506/0  |  提交时间:2019/04/03
Deep learning  Activity recognition  Pattern recognition  Pervasive computing  
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  
OKRELM: online kernelized and regularized extreme learning machine for wearable-based activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 9, 页码: 1577-1590
作者:  Hu, Lisha;  Chen, Yiqiang;  Wang, Jindong;  Hu, Chunyu;  Jiang, Xinlong
收藏  |  浏览/下载:76/0  |  提交时间:2019/12/10
Extreme learning machine  Kernel  Activity recognition  Online learning  Wearable computing  
FSELM: fusion semi-supervised extreme learning machine for indoor localization with Wi-Fi and Bluetooth fingerprints 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 11, 页码: 3621-3635
作者:  Jiang, Xinlong;  Chen, Yiqiang;  Liu, Junfa;  Gu, Yang;  Hu, Lisha
收藏  |  浏览/下载:84/0  |  提交时间:2019/12/10
Fusion semi-supervised learning  Extreme Learning Machine  Indoor localization  Wi-Fi and Bluetooth fingerprints  
A novel random forests based class incremental learning method for activity recognition 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 78, 页码: 277-290
作者:  Hu, Chunyu;  Chen, Yiqiang;  Hu, Lisha;  Peng, Xiaohui
收藏  |  浏览/下载:76/0  |  提交时间:2019/12/10
Class incremental learning  Activity recognition  Random forests  
Fast media caching for geo-distributed data centers 期刊论文
COMPUTER COMMUNICATIONS, 2018, 卷号: 120, 页码: 46-57
作者:  Zhang, Wei;  Wen, Yonggang;  Liu, Fang;  Chen, Yiqiang;  Fan, Rui
收藏  |  浏览/下载:54/0  |  提交时间:2019/12/10
CDN  Caching algorithm  Cloud computing  Geo-distributed data centers  
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  
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