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Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs 期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 3, 页码: 770-777
作者:  Leng, Jiacheng;  Wu, Ling-Yun
收藏  |  浏览/下载：141/0  |  提交时间：2022/04/02
Temporal gravity model for important node identification in temporal networks 期刊论文
CHAOS SOLITONS & FRACTALS, 2021, 卷号: 147, 页码: 17
作者:  Bi, Jialin;  Jin, Ji;  Qu, Cunquan;  Zhan, Xiuxiu;  Wang, Guanghui;  Yan, Guiying
收藏  |  浏览/下载：167/0  |  提交时间：2021/10/26
Temporal networks  Temporal gravity model  Important node  Centrality  
Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 9
作者:  Wang, Qi;  Chen, Siwei;  Wang, He;  Chen, Luzeng;  Sun, Yongan;  Yan, Guiying
收藏  |  浏览/下载：142/0  |  提交时间：2021/10/26
Alzheimer's disease  diffusion tensor imaging  brain structural network  2hop-connectivity  global featurescore  differential network analysis  
Information spreading with relative attributes on signed networks 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 551, 页码: 54-66
作者:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Wu, Jian-Liang;  Yan, Gui-Ying
收藏  |  浏览/下载：150/0  |  提交时间：2021/04/26
Information spreading  Relative attributes  Signed networks  Structural balance  Positive edges  Negative edges  
Integrating random walk and binary regression to identify novel miRNA-disease association 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 13
作者:  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying;  Chen, Xing
收藏  |  浏览/下载：188/0  |  提交时间：2019/03/05
microRNA  Disease  miRNA-disease association  Random walk  Binary regression  
Discovering cooperative biomarkers for heterogeneous complex disease diagnoses 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 89-101
作者:  Sun, Duanchen;  Ren, Xianwen;  Ari, Eszter;  Korcsmaros, Tamas;  Csermely, Peter;  Wu, Ling-Yun
收藏  |  浏览/下载：284/0  |  提交时间：2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression  
Maximal entropy random walk on heterogenous network for MIRNA-disease Association prediction 期刊论文
MATHEMATICAL BIOSCIENCES, 2018, 卷号: 306, 页码: 1-9
作者:  Ya-Wei, Niu;  Hua, Liu;  Guang-Hui, Wang;  Gui-Ying, Yan
收藏  |  浏览/下载：172/0  |  提交时间：2019/03/05
Maximal entropy random walk  Heterogenous network  microRNA  Disease  miRNA-disease association  
NetGen: a novel network-based probabilistic generative model for gene set functional enrichment analysis 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 14
作者:  Sun, Duanchen;  Liu, Yinliang;  Zhang, Xiang-Sun;  Wu, Ling-Yun
收藏  |  浏览/下载：131/0  |  提交时间：2018/07/30
Gene ontology  Enrichment analysis  Network-based probabilistic generative model  Integer programming  Complex diseases  
LRLSHMDA: Laplacian Regularized Least Squares for Human Microbe-Disease Association prediction 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 11
作者:  Wang, Fan;  Huang, Zhi-An;  Chen, Xing;  Zhu, Zexuan;  Wen, Zhenkun;  Zhao, Jiyun;  Yan, Gui-Ying
收藏  |  浏览/下载：154/0  |  提交时间：2018/07/30
A novel approach based on KATZ measure to predict associations of human microbiota with non-infectious diseases 期刊论文
BIOINFORMATICS, 2017, 卷号: 33, 期号: 5, 页码: 733-739
作者:  Chen, Xing;  Huang, Yu-An;  You, Zhu-Hong;  Yan, Gui-Ying;  Wang, Xue-Song
收藏  |  浏览/下载：177/0  |  提交时间：2018/07/30