SCORE+ for Network Community Detection.
SCORE is a recent approach to network community detection proposed by Jin (2015). In this note, we propose a simple improvement of SCORE, called SCORE+, and compare its performance with several other methods, using 10 different network data sets. For 7 of these data sets, the performances of SCORE and SCORE+ are similar, but for the other 3 data sets (Polbooks, Simmons, Caltech), SCORE+ provides a significant improvement.
Publisher URL: http://arxiv.org/abs/1811.05927