Concepedia

Spatio-temporal Network Analysis

Spatio-Temporal Network Analysis is a computational and analytical framework that integrates spatial and temporal dimensions within network structures to model, analyze, and infer dynamic interactions and dependencies among entities over space and time.

212

Publications

8.8K

Citations

822

Authors

364

Institutions

Publications per year

2017–2026

126

Parents

Publications

212

Identifying causal gateways and mediators in complex spatio-temporal systems

Jakob Runge, Vladimir Petoukhov, Jonathan F. Donges et al. · Nature Communications · 2015 · 345 citations · Full text

, , +16

Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning

Junbo Zhang, Yu Zheng, Junkai Sun et al. · IEEE Transactions on Knowledge and Data Engineering · 2019 · 330 citations

, , +15

"OMG, from here, I can see the flames!"

Bertrand De Longueville, Robin S. Smith, Gianluca Luraschi · 2009 · 306 citations

, , +17

Inferring social network structure in ecological systems from spatio-temporal data streams

Ioannis Psorakis, Stephen Roberts, Iead Rezek et al. · Journal of The Royal Society Interface · 2012 · 179 citations · Full text

, , +17

Personalized trajectory matching in spatial networks

Shuo Shang, Ruogu Ding, Kai Zheng et al. · The VLDB Journal · 2013 · 177 citations

, , +12

1–5 of 212

Authors

822

  1. JZ
    Junbo Zhang

    Southwest Jiaotong University, China

    3 publications · 425 citations

    3

    h-index

  2. AN
    Apostolos N. Papadopoulos

    Aristotle University of Thessaloniki, Greece

    3 publications · 142 citations

    3

    h-index

  3. EL
    Ee‐Peng Lim

    Singapore Management University, Singapore

    2 publications · 75 citations

    2

    h-index

  4. SH
    Shlomo Havlin

    Bar-Ilan University, Israel

    2 publications · 193 citations

    2

    h-index

  5. KW
    Kunyan Wu

    Chongqing University, China

    2 publications · 98 citations

    2

    h-index

1–5 of 822

Institutions

364

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    12 publications

    1.5K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    6 h-index

    13 publications

    291 citations

  3. Southwest Jiaotong University

    Chengdu, China

    5 h-index

    14 publications

    1.1K citations

  4. Beijing University of Posts and Telecommunications

    Beijing, China

    5 h-index

    22 publications

    564 citations

  5. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    12 publications

    385 citations

  6. Potsdam Institute for Climate Impact Research

    Potsdam, Germany

    4 h-index

    10 publications

    2K citations

  7. University of Minnesota

    Minneapolis, United States

    4 h-index

    10 publications

    162 citations

  8. Northwestern Polytechnical University

    Xi'an, China

    4 h-index

    7 publications

    311 citations

1–8 of 364

Venues

  1. 5

    h-index

  2. Information Sciences

    4 publications · 153 citations

    4

    h-index

  3. Scientific Reports

    4 publications · 125 citations

    4

    h-index

  4. Neurocomputing

    3 publications · 77 citations

    3

    h-index

  5. ISPRS International Journal of Geo-Information

    IJGI · 3 publications · 47 citations

    3

    h-index

1–5