Abstract: Highlights•Propose a novel probabilistic based dynamic community detection algorithm.•Present a primary node based metric to detect dynamic community structures.•Model the dynamic property of networks based on the evolutionary clustering.•The proposed approach outperformed several state-of-the-art methods.
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