Community Detection with Self-Adapting Switching Based on Affinity

• Published in: Complexity (New York, N.Y.) Vol. 2019; no. 2019; pp. 1 - 16
• Main Authors: Wang, Ning-Ning, Peng, Xiao-Long, Jin, Zhen
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 2019; Hindawi; Hindawi Limited; Wiley
• Subjects: Affinity; Algorithms; Clustering; Complexity; Computer simulation; Science; Statistical mechanics; Switching theory

Community structures in complex networks play an important role in researching network function. Although there are various algorithms based on affinity or similarity, their drawbacks are obvious. They perform well in strong communities, but perform poor in weak communities. Experiments show that so...