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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:42/0 | TC[WOS]:2 TC[Scopus]:6 | 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:30/0 | TC[WOS]:3 TC[Scopus]:8 | 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:22/0 | TC[WOS]:17 TC[Scopus]:46 | Submit date:2019/08/01
Attention Mechanism  Deep Learning  Feature Engineering  Lag Order  Long-short-term-memory  Tourism Demand Forecasting  
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:24/0 | TC[WOS]:5 TC[Scopus]:13 | Submit date:2019/02/14
Adme  Deep Learning  Multitask Learning  Pharmacokinetic Parameters  Transfer 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:14/0 | TC[WOS]:13 TC[Scopus]:21 | Submit date:2019/02/14
Automatic Dataset Selection Algorithm  Deep Learning  Oral Fast Disintegrating Films  Oral Sustained Release Matrix Tablets  Pharmaceutical Formulation  Small Data  
Standing out from the crowd – An investigation of the signal attributes of Airbnb listings Journal article
International Journal of Contemporary Hospitality Management, 2019,Volume: 32
Authors:  Bin Yao;  Richard T.R. Qiu;  Daisy X.F. Fan;  Anyu Liu;  Dimitrios Buhalis
View | Adobe PDF | Favorite | View/Download:262/18 | TC[WOS]:0 TC[Scopus]:7 | Submit date:2019/09/10
Signaling Theory  Big Data  Airbnb  Binomial Logistic Model  Booking Probability  Sequential Bayesian Updating  Sharing Economy  
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:11/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
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:20/0 | TC[WOS]:6 TC[Scopus]:11 | Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
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:27/0 | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
Favorite | View/Download:20/0 | TC[WOS]:1 TC[Scopus]:4 | Submit date:2019/02/13
Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling