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Mining Prognosis Index of Brain Metastases Using Artificial Intelligence Journal article
CANCERS, 2019,Volume: 11,Issue: 8
Authors:  Shigao Huang;  Jie Yang;  Simon Fong;  Qi Zhao
Favorite | View/Download:35/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2020/05/12
Brain Metastases  Radiosurgery  Prognosis Index  Artificial Intelligence  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite | View/Download:25/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
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 | View/Download:16/0 | TC[WOS]:17 TC[Scopus]:0 | Submit date:2019/08/01
Attention Mechanism  Deep Learning  Feature Engineering  Lag Order  Long-short-term-memory  Tourism Demand Forecasting  
Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite | View/Download:34/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2019/04/04
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction Journal article
Molecular Pharmaceutics, 2019,Volume: 16,Issue: 2,Page: 533-541
Authors:  Ye Z.;  Yang Y.;  Li X.;  Cao D.;  Ouyang D.
Favorite | View/Download:19/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/02/14
Adme  Deep Learning  Multitask Learning  Pharmacokinetic Parameters  Transfer Learning  
Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
IEEE TRANSACTIONS ON CYBERNETIC, 2019,Volume: 49,Issue: 2,Page: 481 - 494
Authors:  Zhizhong Han;  Zhenbao Liu;  Junwei Han;  Chi-Man Vong;  Shuhui Bu;  C. L. Philip Chen
Favorite | View/Download:19/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning  
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 | View/Download:30/0 | TC[WOS]:19 TC[Scopus]:0 | Submit date:2019/02/14
3d Feature Learning  Attention  Rnn  Sequential Labels  Sequential Views  View Aggregation  
Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 2,Page: 481-494
Authors:  Han Z.;  Liu Z.;  Han J.;  Vong C.-M.;  Bu S.;  Chen C.L.P.
Favorite | View/Download:12/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/11
3-D local features  3-D voxelization  deep learning  stacked sparse autoencoder (SSAE)  unsupervised feature learning  
Deep learning for in vitro prediction of pharmaceutical formulations Journal article
Acta Pharmaceutica Sinica B, 2019,Volume: 9,Issue: 1,Page: 177-185
Authors:  Yang Y.;  Ye Z.;  Su Y.;  Zhao Q.;  Li X.;  Ouyang D.
Favorite | View/Download:12/0 | TC[WOS]:13 TC[Scopus]:0 | Submit date:2019/02/14
Automatic Dataset Selection Algorithm  Deep Learning  Oral Fast Disintegrating Films  Oral Sustained Release Matrix Tablets  Pharmaceutical Formulation  Small Data  
Siamese Dense Neural Network for Software Defect Prediction with Small Data Journal article
IEEE Access, 2019,Volume: 7,Page: 7663-7677
Authors:  Zhao L.;  Shang Z.;  Zhao L.;  Qin A.;  Tang Y.Y.
Favorite | View/Download:21/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/02/11
deep learning  few-shot learning  metric learning  Siamese dense neural networks  software defect prediction