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The Effects of Centrality Ordering in Label Propagation for Community Detection
In many cases randomness in community detection algorithms has been avoided due to issues with stability. Indeed replacing random ordering with centrality rankings has improved the performance of some techniques such as Label Propagation Algorithms. This study evaluates the effects of such orderings on the Speaker-listener Label Propagation Algorithm or SLPA, a modification of LPA which has already been stabilized through alternate means. This study demonstrates that in cases where stabilitydoi:10.4236/sn.2015.44012 fatcat:sua4hhd52zfepnwoe446qchin4