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Detecția de comunități multistrat×Analiza rețelelor multiplex×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieMachine learningMachine learning
Anul apariției2010–20142014
Autorul originalMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
TipCommunity detection algorithm for multilayer networksStructural network model
Sursa seminalăKivela, 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 ↗
Denumiri alternativemultilayer clustering, multiplex community detection, cross-layer community detection, MCDmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Înrudite56
RezumatMultilayer 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.
ScholarGateSet de date
  1. v1
  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Multilayer Community Detection · Multiplex Network Analysis. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare