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सामयिक बहुगुणित नेटवर्क विश्लेषण×गत्यात्मक समुदाय संसूचन×
क्षेत्रनेटवर्क विश्लेषणनेटवर्क विश्लेषण
परिवारMachine learningMachine learning
उद्भव वर्ष2012–20142010 (key formalization); earlier work 2002–2009
प्रवर्तकKivela, M.; Holme, P.; Saramaki, J. (among foundational contributors)Mucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)
प्रकारStructural and dynamic network analysisGraph clustering / community discovery
मौलिक स्रोतKivela, 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 ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
उपनामTMNA, time-varying multiplex network analysis, dynamic multiplex network analysis, temporal multilayer network analysisDCD, temporal community detection, evolving community detection, dynamic graph clustering
संबंधित55
सारांशTemporal multiplex network analysis studies relational systems in which actors are connected by multiple distinct types of relationships that all evolve over time. By simultaneously tracking layer heterogeneity and temporal dynamics, the method reveals how different interaction channels co-evolve, which actors hold persistent cross-layer influence, and how structural changes propagate across relationship types and time periods.Dynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.
ScholarGateडेटासेट
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  2. 2 स्रोत
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  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Temporal Multiplex Network Analysis · Dynamic Community Detection. 2026-06-17 को यहाँ से प्राप्त https://scholargate.app/hi/compare