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Distribution-Free One-Pass Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
Authors:  Zhao, Peng;  Wang, Xinqiang;  Xie, Siyu;  Guo, Lei;  Zhou, Zhi-Hua
Favorite  |  View/Download:66/0  |  Submit date:2021/04/26
Data models  Random variables  Proposals  Training  Prediction algorithms  Task analysis  Compressed sensing  Distribution change  one-pass learning  robust learning  non-stationary environments  
Weighted partial order oriented three-way decisions under score-based common voting rules 期刊论文
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2020, 卷号: 123, 页码: 41-54
Authors:  Li, Lei;  Wu, Xindong;  Chen, Huanhuan;  Zhou, Chuan;  Liu, Guanfeng;  Jiang, Yongkang
Favorite  |  View/Download:101/0  |  Submit date:2020/09/23
Three-way decisions  Weighted partial orders  Common voting rules  
CoMM-S-2: a collaborative mixed model using summary statistics in transcriptome-wide association studies 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 7, 页码: 2009-2016
Authors:  Yang, Yi;  Shi, Xingjie;  Jiao, Yuling;  Huang, Jian;  Chen, Min;  Zhou, Xiang;  Sun, Lei;  Lin, Xinyi;  Yang, Can;  Liu, Jin
Favorite  |  View/Download:136/0  |  Submit date:2020/06/30
Variable selection in joint frailty models of recurrent and terminal events 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Han, Dongxiao;  Su, Xiaogang;  Sun, Liuquan;  Zhang, Zhou;  Liu, Lei
Favorite  |  View/Download:94/0  |  Submit date:2020/05/24
frailty models  informative censoring  proportional hazards models  recurrent event  survival analysis  variable selection  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
Authors:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
Favorite  |  View/Download:83/0  |  Submit date:2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
A Novel Dual Eigen-Analysis of Mouse Multi-Tissues' Expression Profiles Unveils New Perspectives into Type 2 Diabetes 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 12
Authors:  Li, Lei M.;  Liu, Xiuxiu;  Wang, Lin;  Wang, Yong;  Liu, Xiuqin;  Tian, Xue;  Gong, Fuzhou;  Shen, Li;  Peng, Xiao-ding
Favorite  |  View/Download:102/0  |  Submit date:2018/07/30