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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  
Weighted Large Margin Nearest Center Distance-Based Human Depth Recovery With Limited Bandwidth Consumption 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 12, 页码: 5728-5743
作者:  Huang, Meiyu;  Xiang, Xueshuang;  Chen, Yiqiang;  Fan, Da
收藏  |  浏览/下载：85/0  |  提交时间：2019/12/10
Tele-immersive interaction  occlusion handling  depth recovery  distance learning  
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  
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)  
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  
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