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Uncovering hidden nodes and hidden links in complex dynamic networks

文献类型：期刊论文

作者Zhang, Zhaoyang1; Wang, Xinyu2,3; Li, Haihong2; Chen, Yang4,5; Qu, Zhilin3; Mi, Yuanyuan6; Hu, Gang7
刊名SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY
出版日期2024-04-01
卷号67期号:4页码:13
关键词networks and genealogical trees stochastic analysis methods time series analysis
ISSN号1674-7348
DOI10.1007/s11433-023-2303-7
通讯作者Qu, Zhilin(zqu@mednet.ucla.edu) ; Mi, Yuanyuan(miyuanyuan0102@163.com) ; Hu, Gang(ganghu@bnu.edu.cn)
英文摘要Inferring network structures from available data has attracted much interest in network science; however, in many realistic networks, only some of the nodes are perceptible while others are hidden, making it a challenging task. In this work, we develop a method for reconstructing the network with hidden nodes and links, taking account of fast-varying noise and time-delay interactions. By calculating the correlations of available data with different derivative orders for multiple pairs of accessible nodes, analyzing and integrating the relationships between different correlations, and defining diverse hidden-node-related reconstruction motifs, we can effectively identify the hidden nodes and hidden links in the network.
WOS关键词INFERENCE ; NOISE ; PROPAGATION
资助项目National Natural Science Foundation of China[11835003] ; National Natural Science Foundation of China[12375033] ; National Natural Science Foundation of China[12235007] ; National Natural Science Foundation of China[11975131] ; National Natural Science Foundation of China[11905291] ; Natural Science Foundation of Zhejiang[LY23A050002] ; K. C. Wong Magna Fund at Ningbo University ; National Natural Science Foundation of China[T2122016] ; National Science and Technology Innovation 2030 Major Program[2021ZD0203700] ; National Science and Technology Innovation 2030 Major Program[2021ZD0203705] ; Fundamental Research Funds for the Central Universities[2022CDJKYJH034] ; National Institutes of Health[R01 HL134709] ; National Institutes of Health[R01 HL139829] ; National Institutes of Health[R01 HL157116] ; National Institutes of Health[P01 HL164311] ; CAS Project for Young Scientists in Basic Research[YSBR-041]
WOS研究方向Physics
语种英语
WOS记录号WOS:001176703500003
出版者SCIENCE PRESS
资助机构National Natural Science Foundation of China ; Natural Science Foundation of Zhejiang ; K. C. Wong Magna Fund at Ningbo University ; National Natural Science Foundation of China ; National Science and Technology Innovation 2030 Major Program ; Fundamental Research Funds for the Central Universities ; National Institutes of Health ; CAS Project for Young Scientists in Basic Research
源URL[http://ir.ia.ac.cn/handle/173211/57900]  
专题脑机接口与融合智能
通讯作者Qu, Zhilin; Mi, Yuanyuan; Hu, Gang
作者单位1.Ningbo Univ, Sch Phys Sci & Technol, Dept Phys, Ningbo 315211, Peoples R China
2.Beijing Univ Posts & Telecommun, Sch Sci, Beijing 100876, Peoples R China
3.Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
4.Chinese Acad Sci, Brainnetome Ctr, Beijing 100190, Peoples R China
5.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
6.Tsinghua Univ, Dept Psychol, Beijing 100084, Peoples R China
7.Beijing Normal Univ, Dept Phys, Beijing 100875, Peoples R China
推荐引用方式
GB/T 7714		 Zhang, Zhaoyang,Wang, Xinyu,Li, Haihong,et al. Uncovering hidden nodes and hidden links in complex dynamic networks[J]. SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY,2024,67(4):13.
APA Zhang, Zhaoyang.,Wang, Xinyu.,Li, Haihong.,Chen, Yang.,Qu, Zhilin.,...&Hu, Gang.(2024).Uncovering hidden nodes and hidden links in complex dynamic networks.SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY,67(4),13.
MLA Zhang, Zhaoyang,et al."Uncovering hidden nodes and hidden links in complex dynamic networks".SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY 67.4(2024):13.

入库方式： OAI收割

来源：自动化研究所

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