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An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design Journal article
European Journal of Pharmaceutics and Biopharmaceutics, 2021,Volume: 158,Page: 336-346
Authors:  Gao,Hanlu;  Wang,Wei;  Dong,Jie;  Ye,Zhuyifan;  Ouyang,Defang
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/02
Dissolution Profile  Machine Learning  Molecular Dynamics (Md) Simulations  Pharmacokinetic Modeling  Solid Dispersion  
Adversarial example generation with adaptive gradient search for single and ensemble deep neural network Journal article
Information Sciences, 2020,Volume: 528,Page: 147-167
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2021/03/11
Adaptive gradient  Adversarial attack  Deep neural networks  Perturbation  
Extreme semi-supervised learning for multiclass classification Journal article
Neurocomputing, 2020,Volume: 376,Page: 103-118
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Alternating optimization  Approximate empirical kernel map  Extreme learning machine  Multiclass classification  Semi-supervised support vector machine  
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Knowledge-Based Systems, 2019,Volume: 181
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/03/11
Face Recognition  Robust Joint Representation  Single Sample Per Person  Triple Local Feature  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:11 TC[Scopus]:22 | Submit date:2021/03/11
Corruption  Deep Cascade Model  Face Recognition  Representation Learning  Softmax Vector  
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]:30 TC[Scopus]:39 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
Traffic classification and application identification based on machine learning in large-scale supercomputing center Conference paper
Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019
Authors:  Zhao,Shilin;  Ye,Kejiang;  Xu,Cheng Zhong
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application identification  machine learning  traffic classification  
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]:60 TC[Scopus]:76 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:18 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
A comprehensive comparison and overview of R packages for calculating sample entropy Journal article
Biology Methods and Protocols, 2019,Volume: 4,Issue: 1
Authors:  Chen C.;  Sun S.;  Cao Z.;  Shi Y.;  Sun B.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:6 TC[Scopus]:5 | Submit date:2021/03/03
Comparison  Nonlinear Dynamics  r Package  Sample Entropy  Time Series