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Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:  Gao, Chenlong;  Chen, Yiqiang;  Jiang, Xinlong;  Hu, Lisha;  Zhao, Zhicheng;  Zhang, Yuxin
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Human activity recognition  Spatial-temporal attention  Bilinear pooling  Low-redundancy  
Online Support Vector Machine with a Single Pass for Streaming Data 期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 17, 页码: 24
作者:  Hu, Lisha;  Hu, Chunyu;  Huo, Zheng;  Jiang, Xinlong;  Wang, Suzhen
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
online learning  support vector machine  minimum enclosing ball  
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  
Adaptive coefficient-based kernelized network for personalized activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 页码: 23
作者:  Hu, Lisha;  Hu, Chunyu;  Jiang, Xinlong;  Huo, Zheng
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Incremental learning  Activity recognition  Neural network  Wearable device  
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  
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