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A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Min, Wenwen;  Wan, Xiang;  Chang, Tsung-Hui;  Zhang, Shihua
收藏  |  浏览/下载:157/0  |  提交时间:2022/04/02
Gene expression  Biology  Biological system modeling  Principal component analysis  Mathematical model  Data models  Big Data  Absolute-valued graph regularization  graph regularization  sparse learning  structured sparse singular value decomposition (SVD)  
Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
作者:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
收藏  |  浏览/下载:216/0  |  提交时间:2020/01/10
Complex network  important node  influential spreader  propagation capability  SpectralRank (SR)  
Controllability Analysis of a Gene Network for Arabidopsis thaliana Reveals Characteristics of Functional Gene Families 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2019, 卷号: 16, 期号: 3, 页码: 912-924
作者:  Wang, Pei;  Wang, Daojie;  Lu, Jinhu
收藏  |  浏览/下载:209/0  |  提交时间:2020/01/10
Structural controllability  Arabidopsis thaliana  gene network  functional gene  enrichment analysis  
Model-free feature screening for ultrahigh-dimensional data conditional on some variables 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 卷号: 70, 期号: 2, 页码: 283-301
作者:  Liu, Yi;  Wang, Qihua
收藏  |  浏览/下载:225/0  |  提交时间:2018/07/30
Conditional distance correlation  Feature selection  Sure screening property  High-dimensional data  
Hybrid method to solve HP model on 3D lattice and to probe protein stability upon amino acid mutations 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 13
作者:  Guo, Yuzhen;  Tao, Fengying;  Wu, Zikai;  Wang, Yong
收藏  |  浏览/下载:185/0  |  提交时间:2018/07/30
Protein structure prediction  HP model  3D lattice  Particle swarm optimization  Protein stability