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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
作者:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
收藏  |  浏览/下载:14/0  |  提交时间: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
作者:  Ye Z.;  Yang Y.;  Li X.;  Cao D.;  Ouyang D.
收藏  |  浏览/下载:9/0  |  提交时间: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
作者:  Jin Y.-F.;  Yin Z.-Y.;  Zhou W.-H.;  Yin J.-H.;  Shao J.-F.
收藏  |  浏览/下载:6/0  |  提交时间: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
作者:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
收藏  |  浏览/下载:3/0  |  提交时间:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Deep learning for in vitro prediction of pharmaceutical formulations Journal article
Acta Pharmaceutica Sinica B, 2019,Volume: 9,Issue: 1,Page: 177-185
作者:  Yang Y.;  Ye Z.;  Su Y.;  Zhao Q.;  Li X.;  Ouyang D.
收藏  |  浏览/下载:1/0  |  提交时间:2019/02/14
Automatic dataset selection algorithm  Deep learning  Oral fast disintegrating films  Oral sustained release matrix tablets  Pharmaceutical formulation  Small data  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
作者:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
收藏  |  浏览/下载:2/0  |  提交时间:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
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
作者:  Mu, He-Qing;  Yuen, Ka-Veng
收藏  |  浏览/下载:6/0  |  提交时间: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
作者:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
收藏  |  浏览/下载:1/0  |  提交时间: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
作者:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
收藏  |  浏览/下载:16/0  |  提交时间: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
作者:  Li J.;  Fong S.;  Li T.;  Song W.
收藏  |  浏览/下载:7/0  |  提交时间:2019/02/13
Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT