Layer-Wise Training Convolutional Neural Networks With Smaller Filters for Human Activity Recognition using Wearable Sensors
Yin Tang, Qi Teng, Lei Zhang*, Fu-Hong Min, Jun He
IEEE Sensors Journal, DOI: 10.1109/JSEN.2020.3015521, Vol. 21, NO. 1, January 1, 2020 (ESI 1% Highly Cited).
Block-wise Training Residual Networks on Multi-channel Time Series for Human Activity Recognition
Qi Teng, Lei Zhang*, Yin Tang, Shuai Song, Xing Wang, Jun He
IEEE Sensors Journal, DOI: 10.1109/JSEN.2021.3085360, Volume: 21, Issue: 16, August 15 2021.
Triple Cross-domain Attention on Human Activity Recognition Using Wearable Sensors
Yin Tang, Lei Zhang*, Qi Teng, Fu-Hong Min, Ai-Guo Song
Early Access, DOI: 10.1109/TETCI.2021.3136642, IEEE Transactions on Emerging Topics in Computational Intelligence.
Understanding and Improving Channel Attention for Human Activity Recognition by Temporal-aware and Modality-aware Embedding
Chao-Lei Han, Lei Zhang*, Yin Tang, Shi-Ge Xu, Hao Wu, Ai-Guo Song, Jun He
Early Access, DOI: 10.1109/TIM.2022.3191653, IEEE Transactions on Instrumentation & Measurement.
Multi-scale Deep Feature Learning for Human Activity Recognition using Wearable Sensors
Yin Tang, Lei Zhang*, Fu-Hong Min, Jun He
Early Access, DOI: 10.1109/TIE.2022.3161812, IEEE Transactions on Industrial Electronics (ESI 1% Highly Cited).
Dual-branch Interactive Networks on Multichannel Time Series for Human Activity Recognition
Yin Tang, Lei Zhang*, Hao Wu, Jun He, Ai-Guo Song
Early Access, DOI: 10.1109/JBHI.2022.3193148, IEEE Journal of Biomedical and Health Informatics.
Real-time Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices
Xin Cheng, Lei Zhang*, Yin Tang, Yue Liu, Hao Wu, Jun He
2022, 22(6): 5889-5901, DOI: 10.1109/JSEN.2022.3149337, IEEE Sensors Journal.
Human Activity Recognition by Heterogeneous Convolutions on Wearable Devices
Chao-Lei Han, Lei Zhang*, Yin Tang, Wen-bo Huang, Fu-Hong Min, Jun He
2022: 116764, DOI: 10.1016/j.eswa.2022.116764, Elsevier Expert Systems with Applications.
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