Tag: community
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Spectral Community Detection in Clinical Knowledge Graphs
Spectral Community Detection in Clinical Knowledge Graphs Introduction How do we identify latent groups of patients in a large cohort? How can we find similarities among patients that go beyond the well-known comorbidity clusters associated with specific diseases? And more importantly, how can we extract quantitative signals that can be analyzed, compared, and reused across…
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Community Detection with Heterogeneous Block Covariance Model
Community Detection with Heterogeneous Block Covariance Model arXiv:2412.03780v1 Announce Type: new Abstract: Community detection is the task of clustering objects based on their pairwise relationships. Most of the model-based community detection methods, such as the stochastic block model and its variants, are designed for networks with binary (yes/no) edges. In many practical scenarios, edges often…