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. ...
8.3.3 COPRA（Community Overlap PRopagation Algorithm）【2010】8.3.4 动态节点染色（Dynamic Node Co...
跳跃衰减和节点倾向性）【2009】8.3.3 COPRA（Community Overlap PRopagation Algorithm）【2010】8.3.4...
It is now widely believed that these communities often overlap with each other. However, due to the complexity and diversity of the network, it is often difficult to accurately identify the overlapping community structure in many real networks. Considering the above problem, we introduce a dual ...
Algorithm 1: Nonnegative matrix factorization with an iterative multiplicative update for network clustering. Input: network adjacency matrix M; Output: resulting community matrix U; 1: identify c number of seeds from M; 2: set the number of communities equal to c; 3: guess...
Multilayer social network overlap** community detection algorithm based on trust relationship. Wirel. Commun. Mob. Comput. 2021, 2021, 9268039. [Google Scholar] [CrossRef] Chai, S.; Liang, Q.; Zhong, S. Design of Urban Rail Transit Network Constrained by Urban Road Network, Trips and Land...
In this section we describe some algorithms that do not fit in the previous categories, although some overlap is possible. Raghavan et al. [322] have designed a simple and fast method based on label propagation. Vertices are initially given unique labels (e.g. their vertex labels). At each...
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...
AVX512 can be viewed as the larger family of instructions. AVX512F is the "foundation" portion of those instructions. All chips supporting
provide insights into the organization and dynamics of complex systems. This is valuable in social network analysis and in biology, for identifying functional modules in protein-protein interaction networks, and more generally for understanding information flow and influence propagation in many different ...