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Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations Journal article
Qin, Lutong, Zhang, Lei, Li, Chengrun, Song, Chaoda, Cheng, Dongzhou, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning from Various Width-Resolution Configurations[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(12), 6723-6738.
Authors:  Qin, Lutong;  Zhang, Lei;  Li, Chengrun;  Song, Chaoda;  Cheng, Dongzhou; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Activity Recognition  Collaborative Learning  Convolutional Neural Networks  Dynamic Budgets  Sensor  Wearables  
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]:3 TC[Scopus]:4  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  
Neural Network Ensemble With Evolutionary Algorithm for Highly Imbalanced Classification Journal article
Sun,Poly Z.H., Zuo,Tian Yu, Law,Rob, Wu,Edmond Q., Song,Aiguo. Neural Network Ensemble With Evolutionary Algorithm for Highly Imbalanced Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(5), 1394-1404.
Authors:  Sun,Poly Z.H.;  Zuo,Tian Yu;  Law,Rob;  Wu,Edmond Q.;  Song,Aiguo
Favorite | TC[WOS]:4 TC[Scopus]:8  IF:5.3/5.7 | Submit date：2023/08/03
Network Architecture Search  Evolutionary Algorithm  Classification  Imbalanced Data  
Parameter Estimation and Anti-Sideslip Line-of-Sight Method-Based Adaptive Path-Following Controller for a Multijoint Snake Robot Journal article
Li,Dongfang, Zhang,Binxin, Li,Ping, Wu,Edmond Q., Law,Rob, Xu,Xin, Song,Aiguo, Zhu,Li Min. Parameter Estimation and Anti-Sideslip Line-of-Sight Method-Based Adaptive Path-Following Controller for a Multijoint Snake Robot[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(8), 4776-4788.
Authors:  Li,Dongfang;  Zhang,Binxin;  Li,Ping;  Wu,Edmond Q.;  Law,Rob; et al.
Favorite | TC[WOS]:16 TC[Scopus]:15  IF:8.6/8.7 | Submit date：2023/08/03
Anti-sideslip Line-of-sight (Los)  Multijoint Snake Robot (Msr)  Parameter Estimation  Path-following Errors