Network topology inference from incomplete observation data

被引:0
|
作者
Peng DOU [1 ]
Guojie SONG [1 ]
Tong ZHAO [1 ]
机构
[1] Key Laboratory of Machine Perception (MOE), Peking University
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划); 北京市自然科学基金;
关键词
D O I
暂无
中图分类号
TP393.02 [];
学科分类号
081201 ; 1201 ;
摘要
Introduction and related work.Network inference problem covers lots of fields in real life,such as viral-marketing,stopping rumors and controlling the spread of diseases.It aims to infer the hidden network topology with only the infection time stamps of nodes when various messages diffuse
引用
收藏
页码:257 / 265
页数:9
相关论文
共 50 条
  • [21] ROBUST NETWORK TOPOLOGY INFERENCE
    Segarra, Santiago
    Marques, Antonio G.
    Mateos, Gonzalo
    Ribeiro, Alejandro
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 6518 - 6522
  • [22] Causal Inference from Network Data
    Zheleva, Elena
    Arbour, David
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 4096 - 4097
  • [23] Classification of incomplete data by observation
    Lorrentz, Pierre
    Engineering Letters, 2011, 18 (04)
  • [24] Classification of Incomplete Data by Observation
    Lorrentz, Pierre
    ENGINEERING LETTERS, 2010, 18 (04)
  • [25] False Data Injection Attacks With Incomplete Network Topology Information in Smart Grid
    Li, Yuancheng
    Wang, Yuanyuan
    IEEE ACCESS, 2019, 7 : 3656 - 3664
  • [26] Topology inference based on network tomography
    Zhao H.-H.
    Chen M.
    Ruan Jian Xue Bao/Journal of Software, 2010, 21 (01): : 133 - 146
  • [27] On Network Topology Inference of Social Networks
    Mao, Yanbing
    Akyol, Emrah
    2019 57TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2019, : 804 - 809
  • [28] An Empirical Study of Network Topology Inference
    Zhou, Hui
    Du, Wencai
    Xu, Shaochun
    Xin, Qinling
    COMPUTER AND INFORMATION SCIENCE 2011, 2011, 364 : 213 - +
  • [29] Blind Wireless Network Topology Inference
    Testi, Enrico
    Giorgetti, Andrea
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (02) : 1109 - 1120
  • [30] Network Topology Inference With Partial Information
    Holbert, Brett
    Tati, Srikar
    Silvestri, Simone
    La Porta, Thomas F.
    Swami, Ananthram
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2015, 12 (03): : 406 - 419