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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:267/0  |  提交时间:2019/08/16
Feature incremental learning  activity recognition  random forest  
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:64/0  |  提交时间:2019/12/10
Extreme learning machine  Kernel  Activity recognition  Online learning  Wearable computing  
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:68/0  |  提交时间:2019/12/10
Class incremental learning  Activity recognition  Random forests