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Deep back propagation–long short-term memory network based upper-limb sEMG signal classification for automated rehabilitation Journal article
Biocybernetics and Biomedical Engineering, 2020,Volume: 40,Issue: 3,Page: 987-1001
Authors:  Wang,Ying;  Wu,Qun;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Back-propagation  Deep learning  Long short-term memory neural networks  Rehabilitation  sEMG  Waveform segmentation  
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting Conference paper
Proceedings of the International Joint Conference on Neural Networks
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
GCN  LSTM  Passenger flow forecasting  Spatial-Temporal Forecasting  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Information Sciences, 2020,Volume: 523,Page: 266-278
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Context representation  Exercise recommendation  Knowledge tracing  LSTM  Personalized learning  
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network Journal article
Knowledge-Based Systems, 2020,Volume: 192
Authors:  Fong,Iat Hang;  Li,Tengyue;  Fong,Simon;  Wong,Raymond K.;  Tallón-Ballesteros,Antonio J.
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/09
Airborne particle matter  Environment monitoring  Forecasting  Recurrent neural network  Transfer learning  
NetDetector: An anomaly detection platform for networked systems Conference paper
2019 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2019
Authors:  Lin,Peng;  Ye,Kejiang;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/09
Tourism demand forecasting: A deep learning approach Journal article
Annals of Tourism Research, 2019,Volume: 75,Page: 410-423
Authors:  Law,Rob;  Li,Gang;  Fong,Davis Ka Chio;  Han,Xin
Favorite |  | TC[WOS]:52 TC[Scopus]:66 | Submit date:2019/08/01
Attention Mechanism  Deep Learning  Feature Engineering  Lag Order  Long-short-term-memory  Tourism Demand Forecasting  
A Semi-Supervised Fault Diagnosis Framework for a Gearbox Based on Generative Adversarial Nets Conference paper
2018 IEEE 8th International Conference on Underwater System Technology: Theory and Application, USYS 2018
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Wang,Yuanhang
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
fast Fourier transform  Fault diagnosis  gearbox  generative adversarial nets  semi-supervised  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling