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An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：141/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Influence of wastewater sludge properties on the performance of electro-osmosis dewatering 期刊论文
ENVIRONMENTAL TECHNOLOGY, 2019, 卷号: 40, 期号: 21, 页码: 2853-2863
作者:  Bai, Hao;  Zhu, Rong;  An, Hao;  Zhou, Guoya;  Huang, Hui;  Ren, Hongqiang;  Zhang, Yan
收藏  |  浏览/下载：229/0  |  提交时间：2020/01/10
Wastewater sludge  electro-osmosis dewatering  sludge properties  extracellular polymeric substances  Group Lasso method  
Sparse Weighted Canonical Correlation Analysis 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2018, 卷号: 27, 期号: 3, 页码: 459-466
作者:  Min Wenwen;  Liu Juan;  Zhang Shihua
收藏  |  浏览/下载：192/0  |  提交时间：2018/07/30
Canonical correlation analysis (CCA)  Sparse canonical correlation analysis (SCCA)  Sparse weighted CCA (SWCCA)  Group LASSO regularized SWCCA  Multi-view SWCCA  
A Two-Stage Method to Identify Joint Modules From Matched MicroRNA and mRNA Expression Data 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2016, 卷号: 15, 期号: 4, 页码: 362-370
作者:  Min, Wenwen;  Liu, Juan;  Luo, Fei;  Zhang, Shihua
收藏  |  浏览/下载：192/0  |  提交时间：2018/07/30
L-0-penalized singular value decomposition (L-0-SVD)  miRNA cluster  miRNA-gene joint module  multiple-output sparse group lasso  
Identifying joint biomarker panel from multiple level dataset by an optimization model 期刊论文
BIOMARKERS IN MEDICINE, 2016, 卷号: 10, 期号: 6, 页码: 567-575
作者:  Zou, Meng;  Zhang, Peng-Jun;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：169/0  |  提交时间：2018/07/30
group lasso optimization  joint biomarker panel  multiple level dataset