Search Results for author: Haijuan Yang

Found 2 papers, 1 papers with code

IncNSA: Detecting communities incrementally from time-evolving networks based on node similarity

1 code implementation International Journal of Modern Physics C 2020 Xing Su, Jianjun Cheng, Haijuan Yang, Mingwei Leng, Wenbo Zhang, Xiaoyun Chen

When the network evolves from the previous snapshot to the current one, the proposed method only considers the community affiliations of partial nodes efficiently, which are either newborn nodes or some active nodes from the previous snapshot.

Community Detection Dynamic Community Detection +1

Neighbor Similarity Based Agglomerative Method for Community Detection in Networks

no code implementations Complexity 2019 Jianjun Cheng, Xing Su, Haijuan Yang, Longjie Li, Jingming Zhang, Shiyan Zhao, Xiaoyun Chen

In the first phase, we first take out the node with the largest degree from the network to take it as an exemplar of the first community and insert its most similar neighbor node into the community as well.

Community Detection Graph Clustering

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