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NozareTīklu analīzeTīklu analīze
SaimeMachine learningMachine learning
Izcelsmes gads2010–20142014
AutorsMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
TipsCommunity detection algorithm for multilayer networksStructural network model
PirmavotsKivela, 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 ↗Kivela, 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 ↗
Citi nosaukumimultilayer clustering, multiplex community detection, cross-layer community detection, MCDmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Saistītās56
KopsavilkumsMultilayer community detection identifies groups of nodes that are densely connected across multiple types of relationships simultaneously. By coupling layers of a network — such as friendship, advice, and collaboration ties — it finds communities that are coherent not just within one relation type but across all of them, revealing structure that single-layer analysis would miss.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateSalīdzināt metodes: Multilayer Community Detection · Multiplex Network Analysis. Izgūts 2026-06-17 no https://scholargate.app/lv/compare