Effects of hidden nodes on the reconstruction of bidirectional networks
Publication in refereed journal

香港中文大學研究人員
替代計量分析
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其它資訊
摘要Much research effort has been devoted to developing methods for reconstructing the links of a network from dynamics of its nodes. Many current methods require the measurements of the dynamics of all the nodes to be known. In real-world problems, it is common that either some nodes of a network of interest are unknown or the measurements of some nodes are unavailable. These nodes, either unknown or whose measurements are unavailable, are called hidden nodes. In this paper, we derive analytical results that explain the effects of hidden nodes on the reconstruction of bidirectional networks. These theoretical results and their implications are verified by numerical studies.
著者Ching ESC, Tam PH
期刊名稱Physical Review E
出版年份2018
月份12
卷號98
期次6
出版社AMER PHYSICAL SOC
文章號碼062318
國際標準期刊號2470-0045
電子國際標準期刊號2470-0053
語言英式英語
關鍵詞hidden nodes, bidirectional networks, reconstruction
Web of Science 學科類別Physics, Fluids & Plasmas;Physics, Mathematical;Physics

上次更新時間 2020-24-10 於 03:54