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Dynamic Stochastic Block Model/Ushahidi
Rekodi ya ushahidi wa mbinu

Dynamic Stochastic Block Model

The Dynamic Stochastic Block Model (DSBM) is a generative probabilistic framework that extends the static stochastic block model to networks observed across multiple time points. It jointly models community membership and community evolution, allowing researchers to detect and track latent groups and their structural changes over time in longitudinal network data.

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Dynamic Stochastic Block Model (Temporal Community Detection)
Rekodi ya mbinu ya kiajenda · ml-model / network-analysis
  • Yang, T., Chi, Y., Zhu, S., Gong, Y., & Jin, R. (2011). Detecting communities and their evolutions in dynamic social networks — a Bayesian approach. Machine Learning, 82(2), 157–189. · DOI 10.1007/s10994-010-5214-7
  • Matias, C., & Miele, V. (2017). Statistical clustering of temporal networks through a dynamic stochastic block model. Journal of the Royal Statistical Society: Series B, 79(4), 1119–1141. · DOI 10.1111/rssb.12200
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Taxonomic bucketBayesian Stochastic Block Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDynamic Community Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketModularity Analysismachine-suggested · Relational suggestion, not evidence.Used in the same domainStochastic Block Modelmachine-suggested · Relational suggestion, not evidence.Used in the same domainTemporal Network Analysismachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

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