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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
Authors:  Leng, Jiacheng;  Wu, Ling-Yun
Favorite  |  View/Download:53/0  |  Submit date:2022/04/02
The Distance Matching Extension in K-1,K-k-free Graphs with High Local Connectedness 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2022, 卷号: 38, 期号: 1, 页码: 37-43
Authors:  Liu, Wei-chan;  Yan, Gui-ying
Favorite  |  View/Download:41/0  |  Submit date:2022/04/02
distance matching extension  perfect matching  K-1 k-free graph  local connectedness  
Temporal gravity model for important node identification in temporal networks 期刊论文
CHAOS SOLITONS & FRACTALS, 2021, 卷号: 147, 页码: 17
Authors:  Bi, Jialin;  Jin, Ji;  Qu, Cunquan;  Zhan, Xiuxiu;  Wang, Guanghui;  Yan, Guiying
Favorite  |  View/Download:63/0  |  Submit date: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
Authors:  Wang, Qi;  Chen, Siwei;  Wang, He;  Chen, Luzeng;  Sun, Yongan;  Yan, Guiying
Favorite  |  View/Download:55/0  |  Submit date: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
Authors:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Wu, Jian-Liang;  Yan, Gui-Ying
Favorite  |  View/Download:70/0  |  Submit date:2021/04/26
Information spreading  Relative attributes  Signed networks  Structural balance  Positive edges  Negative edges  
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 页码: 10
Authors:  Wang, Qi;  Yan, Guiying
Favorite  |  View/Download:90/0  |  Submit date:2020/05/24
long non-coding RNA  disease  association prediction  computational prediction model  diffusion model  
Diffusion Tensor Imaging Study of White Matter Reveals the Structural and Functional Connectome Changes in Alzheimer's Disease 期刊论文
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2019, 卷号: 67, 页码: S626-S627
Authors:  Chen, S. W.;  Zhou, L. W.;  Zhong, H. X.;  Jin, H. Q.;  Wang, H.;  Yan, G. Y.;  Sun, Y. A.
Favorite  |  View/Download:83/0  |  Submit date:2020/01/10
RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2019, 卷号: 10, 页码: 10
Authors:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Yan, Gui-Ying
Favorite  |  View/Download:170/0  |  Submit date:2020/01/10
hypergraph  random walk  microbe  human diseases  association prediction  
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
Authors:  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying;  Chen, Xing
Favorite  |  View/Download:117/0  |  Submit date: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
Authors:  Sun, Duanchen;  Ren, Xianwen;  Ari, Eszter;  Korcsmaros, Tamas;  Csermely, Peter;  Wu, Ling-Yun
Favorite  |  View/Download:112/0  |  Submit date:2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression