Dynamic Network Analysis

Dynamic Network Analysis is a network-analytic framework that extends static graph-based methods to model, quantify, and infer how the structure and attributes of nodes and edges in a network change over time and how these temporal patterns influence the behavior and function of the underlying complex system.

2.4K

Publications

139.6K

Citations

Authors

1.8K

Institutions

Publications per year

2017–2026

852

Variants

Temporal Network Analysis

Parents

Network Biology

Children

Adaptive Network DynamicsCascading Failure DynamicsDynamic Graph ClusteringDynamic Graph RepresentationDynamic Network EpidemiologyDynamic Network SynchronizationDynamic Network TopologyEvent-based Network AnalysisEvolutionary Network ModelsMultilayer Network Analysis

Publications

2.4K

Gephi: An Open Source Software for Exploring and Manipulating Networks

Mathieu Bastian, Sébastien Heymann, Mathieu Jacomy · Proceedings of the International AAAI Conference on Web and Social Media · 2009 · 11.3K citations · Full text

Computing, Data Science, Visualization +17

Empirical Analysis of an Evolving Social Network

Gueorgi Kossinets, Duncan J. Watts · Science · 2006 · 1.7K citations

Engineering, Organization Studies, Sociology +17

Vital nodes identification in complex networks

Physics Reports · 2016 · 1.2K citations · Full text

Engineering, Systems Engineering, Complex Systems +12

On pinning synchronization of complex dynamical networks

Wenwu Yu, Guanrong Chen, Jinhu Lü · Automatica · 2008 · 1K citations

Engineering, Computer Science, Mathematics +12

Dynamics of complex systems

Choice Reviews Online · 1998 · 822 citations

Engineering, Neuroscience, Complex Systems +16

1–5 of 2.4K

Authors

JK
Jürgen Kurths
Potsdam Institute for Climate Impact Research, Germany
15 publications · 2.1K citations
14
h-index
GC
Guanrong Chen
City University of Hong Kong, Hong Kong SAR China
14 publications · 2K citations
14
h-index
PM
Paul M.J. Van den Hof
Delft University of Technology, Netherlands
20 publications · 634 citations
14
h-index
KM
Kathleen M. Carley
Carnegie Mellon University, United States
14 publications · 894 citations
13
h-index
JC
Jinde Cao
Southeast University, China
12 publications · 538 citations
12
h-index

1–5 of 6K

Institutions

1.8K

1–8 of 1.8K

Venues

Physica A Statistical Mechanics and its Applications
99 publications · 5.2K citations
38
h-index
Physical Review E
PRE · 70 publications · 4.5K citations
37
h-index
Scientific Reports
44 publications · 2.7K citations
28
h-index
PLoS ONE
33 publications · 3.7K citations
23
h-index
IEEE Transactions on Knowledge and Data Engineering
TKDE · 25 publications · 1.8K citations
21
h-index

1–5