Local Community Detection Algorithm Based on Hierarchical Clustering

2015 ◽  
Vol 12 (7) ◽  
pp. 2805-2813
Author(s):  
Jianpei Zhang
Keyword(s):  
Hierarchical Clustering ◽  
Community Detection ◽  
Local Community ◽  
Detection Algorithm ◽  
Local Community Detection ◽  
Community Detection Algorithm

A fast local community detection algorithm in complex networks

2021 ◽  
Author(s):  
Zhikang Tang ◽  
Yong Tang ◽  
Chunying Li ◽  
Jinli Cao ◽  
Guohua Chen ◽  
...  
Keyword(s):  
Complex Networks ◽  
Community Detection ◽  
Local Community ◽  
Detection Algorithm ◽  
Local Community Detection ◽  
Community Detection Algorithm

scholarly journals Local Community Detection Algorithm Based on Minimal Cluster

2016 ◽  
Vol 2016 ◽  
pp. 1-11 ◽  
Author(s):  
Yong Zhou ◽  
Guibin Sun ◽  
Yan Xing ◽  
Ranran Zhou ◽  
Zhixiao Wang
Keyword(s):  
Community Detection ◽  
Local Community ◽  
Detection Algorithm ◽  
Single Node ◽  
Initial Node ◽  
Detection Algorithms ◽  
Local Community Detection ◽  
Two Phases ◽  
Community Detection Algorithm

In order to discover the structure of local community more effectively, this paper puts forward a new local community detection algorithm based on minimal cluster. Most of the local community detection algorithms begin from one node. The agglomeration ability of a single node must be less than multiple nodes, so the beginning of the community extension of the algorithm in this paper is no longer from the initial node only but from a node cluster containing this initial node and nodes in the cluster are relatively densely connected with each other. The algorithm mainly includes two phases. First it detects the minimal cluster and then finds the local community extended from the minimal cluster. Experimental results show that the quality of the local community detected by our algorithm is much better than other algorithms no matter in real networks or in simulated networks.

scholarly journals DLCD-CCE: A Local Community Detection Algorithm for Complex IoT Networks

2020 ◽  
Vol 7 (5) ◽  
pp. 4607-4615 ◽  
Author(s):  
Xiaolong Xu ◽  
Nan Hu ◽  
Marcello Trovati ◽  
Jeffrey Ray ◽  
Francesco Palmieri ◽  
...  
Keyword(s):  
Community Detection ◽  
Local Community ◽  
Detection Algorithm ◽  
Local Community Detection ◽  
Community Detection Algorithm
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