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Linganisha mbinu

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Ukuu wa Kati wa Tabaka Nyingi×Multilayer PageRank×
NyanjaUchanganuzi wa MitandaoUchanganuzi wa Mitandao
FamiliaMachine learningMachine learning
Mwaka wa asili2013–20142015
MwanzilishiKivelä, M.; De Domenico, M. et al.De Domenico, M.; Sole-Ribalta, A.; Arenas, A. et al.
AinaCentrality measure for multilayer networksCentrality measure (random-walk-based)
Chanzo asiliaKivelä, 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 ↗De Domenico, M., Sole-Ribalta, A., Omodei, E., Gomez, S., & Arenas, A. (2015). Ranking in interconnected multilayer networks reveals versatile nodes. Nature Communications, 6, 6868. DOI ↗
Majina mbadalamultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultiplex PageRank, layer-coupled PageRank, multilayer random walk centrality, MuxRank
Zinazohusiana65
MuhtasariMultilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.Multilayer PageRank extends the classic PageRank random-walk centrality to networks that contain multiple interconnected layers — such as a social network where people are connected simultaneously via friendship, professional ties, and online platforms. By allowing a virtual walker to jump both within and across layers, the algorithm identifies nodes that are influential across the entire multilayer structure, not just within any single layer.
ScholarGateSeti ya data
  1. v1
  2. 2 Vyanzo
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  1. v1
  2. 2 Vyanzo
  3. PUBLISHED

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ScholarGateLinganisha mbinu: Multilayer Degree Centrality · Multilayer PageRank. Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/compare