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Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/11
Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/03
Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Li,Tengyue;  Fong,Simon;  Siu,Shirley W.I.;  Yang,Xin she;  Liu,Lian Sheng;  Mohammed,Sabah
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian network  Data mining methodology  Deep learning  Radiological data analysis  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Information Sciences, 2020,Volume: 523,Page: 266-278
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Context representation  Exercise recommendation  Knowledge tracing  LSTM  Personalized learning  
Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network Journal article
Structural Health Monitoring, 2020
Authors:  Li,Dan;  Wang,Yang;  Yan,Wang Ji;  Ren,Wei Xin
Favorite |  | TC[WOS]:1 TC[Scopus]:4 | Submit date:2021/03/11
acoustic emission  classification  crack monitoring  multi-branch convolutional neural network  Rail  synchrosqueezed wavelet transform  
Angle-domain aided UL/DL channel estimation for wideband mmWave massive MIMO systems with beam squint Journal article
IEEE Transactions on Wireless Communications, 2019,Volume: 18,Issue: 7,Page: 3515-3527
Authors:  Jian,Mengnan;  Gao,Feifei;  Tian,Zhi;  Jin,Shi;  Ma,Shaodan
Favorite |  | TC[WOS]:11 TC[Scopus]:13 | Submit date:2021/03/11
angle-delay reciprocity  Beam squint effect  channel estimation  CRB  off-grid  
A Multi-Model Combination Approach for Probabilistic Wind Power Forecasting Journal article
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019,Volume: 10,Issue: 1,Page: 226-237
Authors:  Lin, You;  Yang, Ming;  Wan, Can;  Wang, Jianhui;  Song, Yonghua
Favorite |  | TC[WOS]:37 TC[Scopus]:50 | Submit date:2019/01/17
Terms-multi-model Combination  Probabilistic Forecasting  Wind Power  Uncertainty  
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite |  | TC[WOS]:29 TC[Scopus]:32 | Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
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 |  | TC[WOS]:12 TC[Scopus]:13 | Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
Parameter Estimation of Gaussian Mixture Model Based on Variational Bayesian Learning Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Zhao L.;  Shang Z.;  Qin A.;  Tang Y.Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Annealing algorithm  Gaussian mixture model  parameter estimation  tsallis-DAVBEM  variational bayes EM