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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive sensing  Hamiltonian Monte Carlo  LASSO  
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction Journal article
Applied Soft Computing Journal, 2020,Volume: 93
Authors:  Fong,Simon James;  Li,Gloria;  Dey,Nilanjan;  Crespo,Rubén González;  Herrera-Viedma,Enrique
Favorite |  | TC[WOS]:39 TC[Scopus]:58 | Submit date:2021/03/09
2019-nCoV  Coronavirus  COVID-19  Decision support  Monte Carlo simulation  
Identifying parameters of advanced soil models using an enhanced transitional Markov chain Monte Carlo method Journal article
Acta Geotechnica, 2019,Volume: 14,Issue: 6,Page: 1925-1947
Authors:  Jin,Yin Fu;  Yin,Zhen Yu;  Zhou,Wan Huan;  Horpibulsuk,Suksun
Favorite |  | TC[WOS]:22 TC[Scopus]:23 | Submit date:2021/03/11
Bayesian parameter identification  Clay  Constitutive model  Pressuremeter  Sand  Transitional Markov chain Monte Carlo  
Bayesian model selection for sand with generalization ability evaluation Journal article
International Journal for Numerical and Analytical Methods in Geomechanics, 2019,Volume: 43,Issue: 14,Page: 2305-2327
Authors:  Jin,Yin Fu;  Yin,Zhen Yu;  Zhou,Wan Huan;  Shao,Jian Fu
Favorite |  | TC[WOS]:19 TC[Scopus]:19 | Submit date:2021/03/11
Bayesian theory  constitutive relation  critical state  generalization ability  sand  transitional Markov chain Monte Carlo  
Generalized Inflated Discrete Models: A Strategy to Work with Multimodal Discrete Distributions Journal article
Sociological Methods & Research, 2018
Authors:  Cai, Tianji;  Xia, Yiwei;  Zhou, Yisu
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2019/08/07
Multiple Data Inflations  Generalized Inflated Discrete Models  Maximum Likelihood Estimator  Probabilities Of Inflation  Monte Carlo Experiments  
Multi-attribute based fuzzy C-means in approximated feature space Conference paper
2017 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2017
Authors:  Liu Z.;  Chen C.L.P.;  Chen L.;  Zhou J.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Fuzzy C-means  Maximum Entropy Method for weighted data  Quasi-Monte Carlo Feature maps  Random Features  Random Fourier Features maps  Weighted Multi-kernel Fuzzy C-means  
A regression-based numerical scheme for backward stochastic differential equations Journal article
COMPUTATIONAL STATISTICS, 2017,Volume: 32,Issue: 4,Page: 1357-1373
Authors:  Deng DING;  Yiqi Liu
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2019/07/23
Characteristic Functions  Least-squares Regressions  Monte Carlo Methods  European Options  
Signal-to-noise ratio estimation based on Haar wavelet for cardiovascular bio-signals in web-based e-healthcare system Journal article
MULTIMEDIA TOOLS AND APPLICATIONS, 2017,Volume: 76,Issue: 9,Page: 11739-11749
Authors:  Zeng, Kehan;  Dong, Mingchui
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Cardiovascular bio-signals  White noise  Haar wavelet  SNR estimation  Monte Carlo test  
An efficient probabilistic back-analysis method for braced excavations using wall deflection data at multiple points Journal article
COMPUTERS AND GEOTECHNICS, 2017,Volume: 85,Page: 186-198
Authors:  Qi, Xiao-Hui;  Zhou, Wan-Huan
Favorite |  | TC[WOS]:33 TC[Scopus]:36 | Submit date:2018/10/30
Bayesian Updating  Braced Excavation  Response Surface Method  Wall Deflection Data  Markov Chain Monte Carlo Method  Finite Element Analysis  
Multi-Attribute Based Fuzzy C-means in Approximated Feature Space Conference paper
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  Chen, Long;  Zhoto, Jin;  IEEE
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy C-means  Random Features  Random Fourier Features maps  Quasi-Monte Carlo Feature maps  Weighted Multi-kernel Fuzzy C-means  Maximum Entropy Method for weighted data