Local Community Detection

3 papers with code • 0 benchmarks • 0 datasets

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Random Walk on Multiple Networks

flyingdoog/rwm 4 Jul 2023

To take advantage of rich information in multiple networks and make better inferences on entities, in this study, we propose random walk on multiple networks, RWM.

12
04 Jul 2023

Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection

benedekrozemberczki/karateclub CIKM 2018

Considering the complicated and diversified topology structures of real-world networks, it is highly possible that the mapping between the original network and the community membership space contains rather complex hierarchical information, which cannot be interpreted by classic shallow NMF-based approaches.

2,084
22 Oct 2018

Generative models for local network community detection

yixuanli/lemon 12 Apr 2018

By assuming that the network is uniform, we can approximate the structure of unobserved parts of the network to obtain a method for local community detection.

51
12 Apr 2018