ScholarGate
Asistenti

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 Shumështresore×
FushaAnaliza e rrjeteveAnaliza e rrjeteve
FamiljaMachine learningMachine learning
Viti i origjinës2012–20142010–2014
KrijuesiKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.; Kivela, M. et al.
LlojiNetwork analysis frameworkCommunity detection algorithm for multilayer networks
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 ↗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 ↗
Emërtime të tjeraMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysismultilayer clustering, multiplex community detection, cross-layer community detection, MCD
Të lidhura45
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.Multilayer 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.
ScholarGateSeti i të dhënave
  1. v1
  2. 2 Burimet
  3. PUBLISHED
  1. v1
  2. 2 Burimet
  3. PUBLISHED

Shko te kërkimi Shkarko diapozitivat

ScholarGateKrahasoni metodat: Multilayer Temporal Network Analysis · Multilayer Community Detection. Marrë më 2026-06-17 nga https://scholargate.app/sq/compare