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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  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/03
Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Robust superimposed training optimization for UAV assisted communication systems Journal article
IEEE Transactions on Wireless Communications, 2020,Volume: 19,Issue: 3,Page: 1704-1721
Authors:  Gong,Shiqi;  Wang,Shuai;  Xing,Chengwen;  Ma,Shaodan;  Quek,Tony Q.S.
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/11
channel statistics errors  superimposed training  two-phase channel estimation  UAV assisted cellular communication system  
Two-pass hashing feature representation and searching method for copy-move forgery detection Journal article
Information Sciences, 2020,Volume: 512,Page: 675-692
Authors:  Zhong,Jun Liu;  Pun,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Copy-move forgery detection  The nearest pixel matches  Two-pass hashing feature representation  Two-pass hashing searching algorithm  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Knowledge-Based Systems, 2020,Volume: 188
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
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Dynamic parameters  Neural machine translation (NMT)  Syntactic modeling  Tree-RNN  
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma Journal article
BMC Medical Genomics, 2020,Volume: 13,Issue: 1
Authors:  Zheng P.;  Huang C.;  Leng D.;  Sun B.;  Zhang X.D.
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Childhood Asthma  Deep Rna-sequencing  Long Non-coding Rnas  Transcriptome  
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
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Organism dual RNA-seq reveals the importance of BarA/UvrY in Vibrio parahaemolyticus virulence Journal article
FASEB Journal, 2020,Volume: 34,Issue: 6,Page: 7561-7577
Authors:  Zhang W.;  Xie R.;  Zhang X.D.;  Lee L.T.O.;  Zhang H.;  Yang M.;  Peng B.;  Zheng J.
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Bara  C. Elegans  Organism Dual Rna-seq  Uvry  V. Parahaemolyticus  Virulence Factor  
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:25 TC[Scopus]:34 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
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]:45 TC[Scopus]:62 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation