Journal of Big Data

Table 1 Modularity Comparison

From: Erratum to: Structural and functional analytics for community detection in large-scale complex networks

Algorithms→		FN	DGA	FD	MSTAB	MMOC
Networks↓	Size↓	Q FN	Q DGA	Q FD	Q MSTAB	(Q Our method)
PhD’s in CS	1882	0.9610	0.9610	0.9295	0.9601	0.9755
Facebook	1899	0.2717	0.2567	0.3751	0.3742	0.3860
SciMet	3084	0.5469	0.5949	0.6146	0.6146	0.6502
US Power Grid	4941	0.9341	0.9358	0.9347	0.9348	0.9587

FN Fast Newman based on a greedy agglomerative method
DGA Modularity optimization based on Danon greedy agglomerative method
FD Fast detection of communities using modularity optimization
MSTAB Modularity based on stability
MMOC Modified Modularity for Overlapping Community Detection (Our method)

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