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Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
Authors:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
Favorite  |  View/Download:75/0  |  Submit date:2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
A novel deep learning approach for tourism volume forecasting with tourist search data 期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
Authors:  Li, Mingchen;  Zhang, Chengyuan;  Sun, Shaolong;  Wang, Shouyang
Favorite  |  View/Download:45/0  |  Submit date:2023/02/07
bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
Analyzing Multiple Phenotypes Based on Principal Component Analysis 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2022, 卷号: 38, 期号: 4, 页码: 843-860
Authors:  Bu, De-liang;  Zhang, San-guo;  Li, Na
Favorite  |  View/Download:49/0  |  Submit date:2023/02/07
multiple phenotypes  principal component analysis  cauchy combination method  
Biomarker interaction selection and disease detection based on multivariate gain ratio 期刊论文
BMC BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 16
Authors:  Chu, Xiao;  Jiang, Mao;  Liu, Zhuo-Jun
Favorite  |  View/Download:42/0  |  Submit date:2023/02/07
Multivariate gain ratio  Biomarker interaction  Disease detection  
Missing data analysis with sufficient dimension reduction 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 22
Authors:  ZHENG, Siming;  WAN, Alan T. K.;  ZHOU, Yong
Favorite  |  View/Download:24/0  |  Submit date:2023/02/07
Asymptotically equivalent  estimating equations projection  generalized method of moments  inverted probability weighting  missing at random  
Surrogate space based dimension reduction for nonignorable nonresponse 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
Authors:  Deng, Jianqiu;  Yang, Xiaojie;  Wang, Qihua
Favorite  |  View/Download:132/0  |  Submit date:2022/04/02
Sufficient dimension reduction  Nonignorable nonresponse  Cumulative mean estimation  Exponential tilting model  Regression calibration  Surrogate subspace  
MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 6, 页码: 14
Authors:  Zou, Meng;  Duren, Zhana;  Yuan, Qiuyue;  Li, Henry;  Hutchins, Andrew Paul;  Wong, Wing Hung;  Wang, Yong
Favorite  |  View/Download:123/0  |  Submit date:2022/04/02
cell type-specific marker  TFs  surface markers  dimension reduction  hierarchical topology  
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input 期刊论文
TECHNOMETRICS, 2021, 页码: 13
Authors:  Li, Zhaohui;  Tan, Matthias Hwai Yong
Favorite  |  View/Download:92/0  |  Submit date:2022/04/02
Bayesian calibration  Dimension reduction  Functional input  Sequential design  
EKOR STRATA FOR SHIMURA VARIETIES WITH PARAHORIC LEVEL STRUCTURE 期刊论文
DUKE MATHEMATICAL JOURNAL, 2021, 卷号: 170, 期号: 14, 页码: 3110-3235
Authors:  Shen, Xu;  Yu, Chia-Fu;  Zhang, Chao
Favorite  |  View/Download:84/0  |  Submit date:2022/04/02
SUFFICIENT DIMENSION REDUCTION UNDER DIMENSION-REDUCTION-BASED IMPUTATION WITH PREDICTORS MISSING AT RANDOM 期刊论文
STATISTICA SINICA, 2019, 卷号: 29, 期号: 4, 页码: 1751-1778
Authors:  Yang, Xiaojie;  Wang, Qihua
Favorite  |  View/Download:249/0  |  Submit date:2020/01/10
Kernel imputation  missing at random  missing predictors  sliced inverse regression  sufficient dimension reduction