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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:16/0  |  Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
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:14/0  |  Submit date:2019/02/14
Adme  Deep Learning  Multitask Learning  Pharmacokinetic Parameters  Transfer Learning  
A single-objective EPR based model for creep index of soft clays considering L2 regularization Journal article
Engineering Geology, 2019,Volume: 248,Page: 242-255
Authors:  Jin Y.-F.;  Yin Z.-Y.;  Zhou W.-H.;  Yin J.-H.;  Shao J.-F.
Favorite  |  View/Download:7/0  |  Submit date:2018/12/21
Atterberg limits  Creep  Evolutionary polynomial regression  Model selection  Optimization  Soft clays  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite  |  View/Download:5/0  |  Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite  |  View/Download:3/0  |  Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
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:6/0  |  Submit date:2019/02/14
Automatic Dataset Selection Algorithm  Deep Learning  Oral Fast Disintegrating Films  Oral Sustained Release Matrix Tablets  Pharmaceutical Formulation  Small Data  
Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
Medical data mining in sentiment analysis based on optimized swarm search feature selection Journal article
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2018,Volume: 41,Issue: 4,Page: 1087-1100
Authors:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
Favorite  |  View/Download:1/0  |  Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
Sparse structural feature selection for multitarget regression Journal article
KNOWLEDGE-BASED SYSTEMS, 2018,Volume: 160,Page: 200-209
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:18/0  |  Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
Data stream mining with swarm decision table in fog computing environment Conference paper
ACM International Conference Proceeding Series
Authors:  Li J.;  Fong S.;  Li T.;  Song W.
Favorite  |  View/Download:10/0  |  Submit date:2019/02/13
Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT