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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:15/0  |  Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
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:4/0  |  Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
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  
Vascular endothelial growth factor gene transfer therapy for coronary artery disease: A systematic review and meta-analysis Journal article
CARDIOVASCULAR THERAPEUTICS, 2018,Volume: 36,Issue: 5
Authors:  Yuan, Rong;  Xin, Qiqi;  Shi, Weili;  Liu, Wei;  Lee, Simon-M.;  Hoi, Puiman;  Li, Lin;  Zhao, Jun;  Cong, Weihong;  Chen, Keji
View  |  Adobe PDF(849Kb)  |  Favorite  |  View/Download:267/12  |  Submit date:2018/10/30
Angina Pectoris  Angiogenesis Inducing Agents  Coronary Artery Disease  Genetic Therapy  Myocardial Ischemia  Vascular Endothelial Growth Factor  
Model updating and uncertainty analysis for creep behavior of soft soil Journal article
COMPUTERS AND GEOTECHNICS, 2018,Volume: 100,Page: 135-143
Authors:  Zhou, Wan-Huan;  Tan, Fang;  Yuen, Ka-Veng
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Bayesian model class selection  Creep  Elastic viscoplastic models  TMCMC method  Uncertainty evaluation  
Clinical application of modified bag-of-features coupled with hybrid neural-based classifier in dengue fever classification using gene expression data Journal article
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2018,Volume: 56,Issue: 4,Page: 709-720
Authors:  Chatterjee, Sankhadeep;  Dey, Nilanjan;  Shi, Fuqian;  Ashour, Amira S.;  Fong, Simon James;  Sen, Soumya
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Dengue fever  Bag-of-features  Modified cuckoo search  Artificial neural networks  Gene expression data  Incremental feature selection scheme  
Hydrostatic-season-time model updating using Bayesian model class selection Journal article
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2018,Volume: 169,Page: 40-50
Authors:  Gamse, Sonja;  Zhou, Wan-Huan;  Tan, Fang;  Yuen, Ka-Veng;  Oberguggenberger, Michael
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Bayesian model class selection  Geodetic observations  Hydrostatic-season-time model  Model class selection  Multiple linear regression  Rock-fill embankment dam  
Novel Sparse Bayesian Learning and Its Application to Ground Motion Pattern Recognition Journal article
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2017,Volume: 31,Issue: 5
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite  |  View/Download:41/0  |  Submit date:2018/10/30
Bayesian learning  Strong ground motion  Maximum likelihood  Model class selection  Uncertainty quantification  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Estimation of undrained shear strength in moderately OC clays based on field vane test data Journal article
ACTA GEOTECHNICA, 2017,Volume: 12,Issue: 1,Page: 145-156
Authors:  Ng, Iok-Tong;  Yuen, Ka-Veng;  Dong, Le
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Bayesian inference  Empirical correlation  Field vane test  Model class selection  Overconsolidated clay  Undrained shear strength