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Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
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]:3 TC[Scopus]:5 | Submit date:2021/03/09
Back-propagation  Deep learning  Long short-term memory neural networks  Rehabilitation  sEMG  Waveform segmentation  
Recurrent Broad Learning Systems for Time Series Prediction Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1405-1417
Authors:  Xu,Meiling;  Han,Min;  Chen,C. L.Philip;  Qiu,Tie
Favorite |  | TC[WOS]:35 TC[Scopus]:30 | Submit date:2021/03/09
Broad learning systems (BLSs)  neural networks (NNs)  prediction  time series  
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  
Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:10 TC[Scopus]:9 | Submit date:2021/03/11
Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders  
Assessing the ability of self-attention networks to learn word order Conference paper
ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference
Authors:  Yang,Baosong;  Wang,Longyue;  Wong,Derek F.;  Chao,Lidia S.;  Tu,Zhaopeng
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/11
Location prediction over sparse user mobility traces using RNNs: Flashback in hidden states! Conference paper
IJCAI International Joint Conference on Artificial Intelligence
Authors:  Yang,Dingqi;  Fankhauser,Benjamin;  Rosso,Paolo;  Cudre-Mauroux,Philippe
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
Machine learning: assessing neurovascular signals in the prefrontal cortex with non-invasive bimodal electro-optical neuroimaging in opiate addiction Journal article
Scientific Reports, 2019,Volume: 9,Issue: 1
Authors:  Ieong,Hada Fong ha;  Gao,Fu;  Yuan,Zhen
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/04
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1191-1204
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite |  | TC[WOS]:53 TC[Scopus]:79 | Submit date:2021/03/09
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  nonlinear function approximation  time-variant big data modeling  universal approximation  
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 2,Page: 658-672
Authors:  Han Z.;  Shang M.;  Liu Z.;  Vong C.-M.;  Liu Y.-S.;  Zwicker M.;  Han J.;  Chen C.L.P.
Favorite |  | TC[WOS]:48 TC[Scopus]:65 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation