We propose a new, two-phase, method of detecting overlapping communities. In the first phase, a network is transformed to a new one by splitting vertices.
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Abstract Many algorithms have been designed to discover community structure in networks. Most of these detect disjoint communities, while a few can find com ...
Here we propose a two step genetic algorithm to detect overlapping communities based on node representation. First, we find disjoint communities and these ...
This approach has the potential to convert any disjoint community detection algorithm into an overlapping community detection algorithm. Our experiments, using ...
Abstract. Many algorithms have been designed to discover community structure in networks. Most of these detect disjoint communities, while a few can find ...
Jun 30, 2022 · In this paper, we proposed a non-cooperative game theoretic-based algorithm that is able to detect overlapping communities.
Aug 25, 2021 · In this paper, we present a new method for detecting overlapping communities in networks with a predefined number of clusters called LPAM (Link Partitioning ...
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Abstract—With increasing popularity and complexity of social networks, community detection in these networks has become an important research area.
Jan 1, 2019 · We design an overlapping CD algorithm by leveraging the solutions obtained from several disjoint CD algorithms. This section details the ...
Aug 20, 2020 · This work presents a comparative study of some representative state-of-the-art methods for overlapping community detection from the perspective ...