Machine learningNetwork science

Bayesian Multiplex Network Analysis

Bayesian multiplex network analysis primenjuje generativno probabilističko modelovanje na mreže koje istovremeno nose više od jednog tipa relacionih veza — kao što su veze prijateljstva, saradnje i komunikacije među istim skupom aktera. Postavljanjem apriornih distribucija na pripadnost zajednicama, verovatnoće veza i međuzavisnosti slojeva, okvir daje aposteriorne distribucije umesto tačkastih procena, podržavajući principijelno kvantifikovanje neizvesnosti preko svih inferisanih svojstava mreže.

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Izvori

  1. De Bacco, C., Power, E. A., Larremore, D. B., & Moore, C. (2017). Community detection, link prediction, and layer interdependence in multilayer networks. Physical Review E, 95(4), 042317. DOI: 10.1103/PhysRevE.95.042317
  2. 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: 10.1093/comnet/cnu016

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian Multiplex Network Analysis (Probabilistic Inference on Multi-Layer Networks). ScholarGate. https://scholargate.app/sr/network-analysis/bayesian-multiplex-network-analysis

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ScholarGateBayesian Multiplex Network Analysis (Bayesian Multiplex Network Analysis (Probabilistic Inference on Multi-Layer Networks)). Preuzeto 2026-06-15 sa https://scholargate.app/sr/network-analysis/bayesian-multiplex-network-analysis · Skup podataka: https://doi.org/10.5281/zenodo.20539026