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Showing 1 to 3 of 3 for “"Overlapping community detection"”.
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Scaling overlapping community detection algorithms
Community structure is observed in many real-world networks in fields ranging from social networking to biological networks. Over the last decade many approaches have been proposed to efficiently detect the underlying structure of communities in graphs with a greater degree of correctness. This …
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IDLE: A Novel Approach to Improving Overlapping Community Detection in Complex Networks
… densely connected structures called communities. Community formation is an inherent process, and it is not easy to detect these structures because of the complex ways in which components of these systems interact. Detecting communities in complex networks is important because it helps us to …
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Overlapping communities on social networks : a self-falsifiable hierarchical detection algorithm
Community detection is a central topic in network studies, whereas no community detection algorithm can be optimal for all possible networks; thus it is important to identify whether the algorithm is suitable for a given network. We propose a multi-step algorithmic solution scheme for overlapping …