AlgSP achieved the best possible results out of five of the six datasets. The algorithm also proved to be among the fastest in community detection. The research has the potential to greatly enhance ...

Peter J. Bickel, Purnamrita Sarkar, Hypothesis testing for automated community detection in networks, Journal of the Royal ... (noise) type. Secondly, we use this test to design a recursive ...