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Disagreement-based class incremental random forest for sensor-based activity recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 239, 页码: 15
作者:  Hu, Chunyu;  Chen, Yiqiang;  Hu, Lisha;  Yu, Han;  Lu, Dianjie
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Class incremental learning  Activity recognition  Random forest  Semi-supervised learning  
Transfer Learning with Dynamic Distribution Adaptation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 25
作者:  Wang, Jindong;  Chen, Yiqiang;  Feng, Wenjie;  Yu, Han;  Huang, Meiyu;  Yang, Qiang
收藏  |  浏览/下载:51/0  |  提交时间:2020/12/10
Transfer learning  domain adaptation  distribution alignment  deep learning  subspace learning  kernel method  
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  
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  
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
Multiview Spectral Embedding 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 卷号: 40, 期号: 6, 页码: 1438-1446
作者:  Xia, Tian;  Tao, Dacheng;  Mei, Tao;  Zhang, Yongdong
收藏  |  浏览/下载:284/0  |  提交时间:2019/12/16
Dimensionality reduction  multiple views  spectral embedding