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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Analiza e rrjeteve kohore me shtresa të shumta×Zbulimi i Komuniteteve Kohore×
FushaAnaliza e rrjeteveAnaliza e rrjeteve
FamiljaMachine learningMachine learning
Viti i origjinës2012–20142010
KrijuesiKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.
LlojiNetwork analysis frameworkNetwork clustering algorithm
Burimi themeluesKivela, 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 ↗
Emërtime të tjeraMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Të lidhura46
PërmbledhjaMultilayer temporal network analysis studies relational systems in which nodes interact through multiple distinct types of ties that all evolve over time. By modeling each relationship type as a separate layer and tracking how those layers change across time snapshots, the method reveals how cross-layer dynamics and temporal patterns jointly shape information flow, influence spread, and community structure.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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  1. v1
  2. 2 Burimet
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ScholarGateKrahasoni metodat: Multilayer Temporal Network Analysis · Temporal Community Detection. Marrë më 2026-06-17 nga https://scholargate.app/sq/compare