The diffusion method is one of the main methods of community detection in complex networks. In this method, the use of the concept that diffusion within the nodes that are …
C Li, H Chen, T Li, X Yang - Applied Intelligence, 2022 - Springer
Dividing a network into communities has great benefits in understanding the characteristics of the network. The label propagation algorithm (LPA) is a fast and convenient community …
A Bouyer, H Roghani - Future Generation Computer Systems, 2020 - Elsevier
Community detection is an appropriate approach for discovering and understanding the structure and hidden information in complex networks One of the most critical issues in the …
YH Jang, J Han, J Kim, W Kim, KS Woo… - Advanced …, 2023 - Wiley Online Library
Many big data have interconnected and dynamic graph structures growing over time. Analyzing these graphical data requires the hidden relationship between the nodes in the …
Due to the explosive rise of online social networks, social network analysis (SNA) has emerged as a significant academic field in recent years. Understanding and examining …
Parallel and distributed community detection in large-scale complex networks, such as social networks, is a challenging task. Parallel and distributed algorithm with high accuracy …
L Liu, X Ding, W Zhou - Neurocomputing, 2021 - Elsevier
This paper focuses on the cluster synchronization problem in the prescribed-time of a class of uncertain complex dynamical networks with switching signal which is characterized by …
Community detection is an important step in perceiving network structure and performance for complex network analysis. The rapid growth of network data in recent years has piqued …
T Wang, S Chen, X Wang, J Wang - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Label propagation algorithm (LPA) has attracted much attention due to its linear time complexity. However, there are disadvantages of uncertainty and randomness in the label …