This is an implementation of a label-propagation based community detection algorithm calledCommunity OVerlap PRopagation Algorithm (COPRA). UnlikeRAK, this algorithm usesmultiple labels per vertex, with each label having an associatedbelonging coefficient(which sums to1). The algorithm is as follows. Ea...
8.3.3 COPRA（Community Overlap PRopagation Algorithm）【2010】8.3.4 动态节点染色（Dynamic Node Co...
This paper first introduced the complex network and community discovery and then designed an improved community overlap propagation algorithm (COPRA) algorithm based on the labeling algorithm, i.e., improving the performance of the algorithm by reducing the initial labels and updating asynchronously. ...
改进、变种 Speaker-listener Label Propagation Algorithm （SLPA）基本思想：当一个节点观察到有非常多一...
and based on cavity method of statistical physics, we develop a mathematically principled method to determine the completeness of community structure, which represents whether a partition that is either annotated by experts or given by a community-detection algorithm, carries complete information about co...
Given the large size of our Facebook samples, most of the community detection algorithms existing in literature could not deal with it. In order to unveil the community structure of these networks we adopted two computationally efficient techniques: (i)Label Propagation Algorithm(LPA) [48], and ...
Given the large size of our Facebook samples, most of the community detection algorithms existing in literature could not deal with it. In order to unveil the community structure of these networks we adopted two computationally efficient techniques: (i)Label Propagation Algorithm(LPA) [48], and ...
M denotes the modularity size of the network38, and the community detection algorithm used in this paper is the Louvain algorithm19,45; \(\beta _{th}\) represents the disease propagation threshold of the network under the SIR model, calculated using the formula46 \(\frac{<k>}{<k^2> <...
连通分量算法（Connected Components algorithm），也称联盟查找算法或弱连通分量算法 可在无向图中发现连通...
Step 3: The algorithm folds and compresses the communities generated from step 2 as a node, ...