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خانوادهMachine learningMachine learning
سال پیدایش2010–20142014
پدیدآورMucha, P. J. et al.; Kivela, M. et al.Kivela, M.; Boccaletti, S. et al.
نوعCommunity detection algorithm for multilayer networksStructural network model
منبع بنیادینKivela, 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 ↗
نام‌های دیگرmultilayer clustering, multiplex community detection, cross-layer community detection, MCDmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
مرتبط56
خلاصهMultilayer 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.
ScholarGateمجموعه‌داده
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  1. v1
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  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Multilayer Community Detection · Multiplex Network Analysis. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare