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Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition Journal article
Wang, Shuoyuan, Wang, Jindong, Xi, Huajun, Zhang, Bob, Zhang, Lei, Wei, Hongxin. Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition[J]. PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 2024, 7(4), 183.
Authors:  Wang, Shuoyuan;  Wang, Jindong;  Xi, Huajun;  Zhang, Bob;  Zhang, Lei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2024/02/22
Human Activity Recognition  Test-time Adaptation  Transfer Learning  Sensors  
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition Journal article
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2687-2698.
Authors:  Cheng, Dongzhou;  Zhang, Lei;  Qin, Lutong;  Wang, Shuoyuan;  Wu, Hao; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.7/7.1 | Submit date：2024/05/16
Convolution  Convolutional Autoencoder  Data Models  Decoding  Feature Extraction  Human Activity Recognition  Human Activity Recognition  Masked Reconstruction  Self-supervised Learning  Self-supervised Learning  Sensor  Task Analysis  
Human activity recognition by manifold regularization based dynamic graph convolutional networks Journal article
Liu, Weifeng, Fu, Sichao, Zhou, Yicong, Zha, Zheng Jun, Nie, Liqiang. Human activity recognition by manifold regularization based dynamic graph convolutional networks[J]. NEUROCOMPUTING, 2021, 444, 217-225.
Authors:  Liu, Weifeng;  Fu, Sichao;  Zhou, Yicong;  Zha, Zheng Jun;  Nie, Liqiang
Favorite | TC[WOS]:23 TC[Scopus]:26  IF:5.5/5.5 | Submit date：2021/12/08
Graph Convolutional Networks  Human Activity Recognition  Semi-supervised Learning  
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Hu, Shimin, Fong, Simon, Song, Wei, Cho, Kyungeun, Millham, Richard C., Fiaidhi, Jinan. Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity[J]. Computing, 2021, 103(7), 1519-1543.
Authors:  Hu, Shimin;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Millham, Richard C.; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.3/2.8 | Submit date：2021/12/08
Assisted Living  Extreme Connectivity  Forecasting  Human Activity Recognition  Iot Data Analysis  Regression  
GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition Journal article
Ricardo Brito, Robert P. Biuk-Aghai, Simon Fong. GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80, 12293-12308.
Authors:  Ricardo Brito;  Robert P. Biuk-Aghai;  Simon Fong
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:3.0/2.9 | Submit date：2021/03/09
Neural Networks  Shadow Features  Cuda  Gpu  Human Activity Recognition (Har)  
On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
Simon Fong, Shimin Hu, Wei Song, Kyungeun Cho, Raymond K. Wong, Sabah Mohammed. On recognizing abnormal human behaviours by data stream mining with misclassified recalls[C], 2017, 1129-1135.
Authors:  Simon Fong;  Shimin Hu;  Wei Song;  Kyungeun Cho;  Raymond K. Wong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2019/02/13
Human Activity Recognition  Data Stream Mining  Classification  
Training classifiers with shadow features for sensor-based human activity recognition Journal article
Simon Fong, Wei Song, Kyungeun Cho, Raymond Wong, Kelvin K. L. Wong. Training classifiers with shadow features for sensor-based human activity recognition[J]. Sensors, 2017, 17(3).
Authors:  Simon Fong;  Wei Song;  Kyungeun Cho;  Raymond Wong;  Kelvin K. L. Wong
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:3.4/3.7 | Submit date：2019/02/13
Feature Selection  Supervised Learning  Classification  Human Activity Recognition  
Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition Journal article
Guo Y., Tao D., Cheng J., Dougherty A., Li Y., Yue K., Zhang B.. Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition[J]. IEEE Transactions on Multimedia, 2016, 18(10), 1977-1987.
Authors:  Guo Y.;  Tao D.;  Cheng J.;  Dougherty A.;  Li Y.; et al.
Favorite | TC[WOS]:21 TC[Scopus]:25 | Submit date：2019/04/04
Accelerometers  Human Activity Recognition  Multimedia Big Data  Rank Order  Tensor Representation