Nov 20, 2017 · In the complex network analysis field, node roles represent node-level connectivity patterns such as nodes that bridge different regions, and ...
A role-based label propagation algorithm (roLPA), in which the heuristics with regard to community-oriented node role were used and the result shows that ...
In this paper, we propose a role-based label propagation algorithm (roLPA), in which the heuristics with regard to community-oriented node role were used. We ...
An efficient and fast algorithm for community detection based on node role analysis ... A community detection algorithm based on Quasi-Laplacian centrality ...
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A fast and efficient algorithm for detecting community structures in complex networks is proposed in this paper.
This paper presents a novel approach by defining community structure information from the perspective of encoding edge information.
Feb 4, 2020 · In this paper, we develop a simple but effective algorithm that identifies a community structure based on higher-order connectivity patterns.
This hierarchical method allows the Louvain algorithm to efficiently handle large networks, making it a popular choice for community detection. Label ...
Jul 28, 2022 · The proposed algorithm works on unweighted graphs and determines the weight by using cosine similarity. We apply a bottom-up approach and find ...
This paper proposes a novel local community detection based on high importance nodes Ranking (LCDR). In the proposed algorithm, a new index for computing node ...