Abstract Community detection is a prominent research topic in Complex Network Analysis, and it constitutes an important field on all those areas where complex networks represent powerful interpretation tool for describing understanding systems involved neuroscience, biology, social science, economy, many others. A challenging approach to uncover the community structure network, then revealing i...