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Nov 29, 2015 · In this paper, a novel Parallel Multi-Label Propagation Algorithm (PMLPA) is proposed to detect overlapping communities in large-scale networks.
Nov 21, 2024 · The new algorithm is implemented in the Spark framework for its power in distributed parallel computation. Experiments on artificial and real ...
A new update strategy is proposed, which requires that community identifiers of one vertex should have balanced belonging coefficients, which allows ...
In this paper, we focus on the overlapping community detection. To find overlapping community, researchers use a wide variety of techniques, such as Clique.
Missing: Parallel Scale
Guo and Q. R. Qiu, Parallel multi-label propagation for overlapping community detection in large-scale networks, in Proc. Multi-disciplinary Trends in ...
May 17, 2024 · This technical report presents an optimized parallel implementation of the Label Propagation Algorithm (LPA), a high speed community detection ...
Get details about the chapter of Parallel Multi-label Propagation for Overlapping Community Detection in Large-Scale Networks from book Multi-disciplinary ...
May 9, 2022 · This research introduces the average mutual information (AMI) into the detection process of the multi-label propagation algorithm (MLPA) and proposes a new ...
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Qiu proposed a parallel multi-label propagation which takes new label updating strategy and discover communities based on MapReduce model [10] . Guo proposed a ...
Aug 11, 2022 · In this paper, these algorithms to detect parallel overlapping communities are studied thoroughly, and their performances are analyzed comparatively.