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Bayesian Rayleigh wave inversion with an unknown number of layers Journal article
Earthquake Engineering and Engineering Vibration, 2020,Volume: 19,Issue: 4,Page: 875-886
Authors:  Yuen,Ka Veng;  Yang,Xiao Hui
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Bayesian model class selection  generalized r/t coefficients algorithm  genetic algorithm  inversion of Rayleigh wave  number of layers  
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Information Fusion, 2020,Volume: 60,Page: 41-64
Authors:  Li,Tengyue;  Fong,Simon;  Wong,Kelvin K.L.;  Wu,Ying;  Yang,Xin she;  Li,Xuqi
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date:2021/03/09
Classification model  Data mining  Feature selection  Kinect depth sensor  Wearable sensor  
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 |  | TC[WOS]:26 TC[Scopus]:26 | Submit date:2018/12/21
Atterberg limits  Creep  Evolutionary polynomial regression  Model selection  Optimization  Soft clays  
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 |  | TC[WOS]:27 TC[Scopus]:30 | Submit date:2018/10/30
Bayesian model class selection  Creep  Elastic viscoplastic models  TMCMC method  Uncertainty evaluation  
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 |  | TC[WOS]:17 TC[Scopus]:19 | 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 |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Bayesian learning  Strong ground motion  Maximum likelihood  Model class selection  Uncertainty quantification  
Selection of bias correction models for improving the daily PM10 forecasts of WRF-EURAD in Porto, Portugal Journal article
ATMOSPHERIC POLLUTION RESEARCH, 2017,Volume: 8,Issue: 4,Page: 628-639
Authors:  Mok, K. M.;  Miranda, A. I.;  Yuen, K. V.;  Hoi, K. I.;  Monteiro, A.;  Ribeiro, I.
Favorite |  | TC[WOS]:3 TC[Scopus]:6 | Submit date:2018/10/30
Bayesian  Bias Correction  Model Selection  Pm10  Porto  
Bayesian variable selection with sparse and correlation priors for high-dimensional data analysis Journal article
COMPUTATIONAL STATISTICS, 2017,Volume: 32,Issue: 1,Page: 127-143
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Jinguan Lin
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/10/30
Bayesian Variable Selection  Sparse Prior  Correlation Prior  Probit Model  High-dimensional Data Classification  
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 |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Bayesian inference  Empirical correlation  Field vane test  Model class selection  Overconsolidated clay  Undrained shear strength  
Novel nonparametric modeling of seismic attenuation and directivity relationship Journal article
Computer Methods in Applied Mechanics and Engineering, 2016,Volume: 311,Page: 537-555
Authors:  Yuen K.-V.;  Ortiz G.A.;  Huang K.
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2019/02/12
Bayesian inference  General regression  Model selection  Nonparametric regression  Peak ground acceleration  Seismic attenuation