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improved_spectral_community_detection

swMATH ID: 34810
Software Authors: Ali, Hafiz Tiomoko; Couillet, Romain
Description: Improved spectral community detection in large heterogeneous graphs: This page contains the python code implementing our new spectral community detection algorithm based on a Random Matrix Theory analysis of graph similarity matrices.
Homepage: https://github.com/hafizTiomoko/improved_spectral_community_detection
Source Code:  https://github.com/hafizTiomoko/improved_spectral_community_detection
Dependencies: Python
Keywords: community detection; random networks; heterogeneous graphs; random matrix theory; spectral clustering
Related Software: Graclus; ProTraS; k-means++; FLANN; JDQZ; JDQR; GitHub; AS 136
Cited in: 3 Publications

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