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Analyse van Temporele Multiplexnetwerken×Temporale gemeenschapsdetectie×
VakgebiedNetwerkanalyseNetwerkanalyse
FamilieMachine learningMachine learning
Jaar van ontstaan2012–20142010
GrondleggerKivela, M.; Holme, P.; Saramaki, J. (among foundational contributors)Mucha, P. J. et al.
TypeStructural and dynamic network analysisNetwork clustering algorithm
Oorspronkelijke bronKivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
AliassenTMNA, time-varying multiplex network analysis, dynamic multiplex network analysis, temporal multilayer network analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Verwant56
SamenvattingTemporal multiplex network analysis studies relational systems in which actors are connected by multiple distinct types of relationships that all evolve over time. By simultaneously tracking layer heterogeneity and temporal dynamics, the method reveals how different interaction channels co-evolve, which actors hold persistent cross-layer influence, and how structural changes propagate across relationship types and time periods.Temporal community detection identifies cohesive groups (communities) in networks whose structure changes over time. By treating each time snapshot as a network layer and coupling consecutive layers, it reveals how communities form, merge, split, grow, or dissolve — turning a sequence of static snapshots into a continuous narrative of group evolution.
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  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Temporal Multiplex Network Analysis · Temporal Community Detection. Geraadpleegd op 2026-06-17 via https://scholargate.app/nl/compare