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Анализ многослойных временных сетей×Анализ мультиплексных сетей×
ОбластьСетевой анализСетевой анализ
СемействоMachine learningMachine learning
Год появления2012–20142014
Автор методаKivela, M. et al.; Holme, P. & Saramaki, J.Kivela, M.; Boccaletti, S. et al.
ТипNetwork analysis frameworkStructural network model
Основополагающий источникKivela, 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 ↗
Другие названияMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysismultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Связанные46
СводкаMultilayer 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.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.
ScholarGateНабор данных
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  2. 2 Источники
  3. PUBLISHED
  1. v1
  2. 2 Источники
  3. PUBLISHED

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ScholarGateСравнение методов: Multilayer Temporal Network Analysis · Multiplex Network Analysis. Получено 2026-06-15 из https://scholargate.app/ru/compare