P Chunaev - Computer Science Review, 2020 - Elsevier
Community detection is a fundamental problem in social network analysis consisting, roughly speaking, in unsupervised dividing social actors (modeled as nodes in a social …
Attributed graph clustering is a prominent research area, catering to the increasing need for understanding real-world systems by uncovering exhaustive meaningful latent knowledge …
Community detection has become an important research topic in machine learning due to the proliferation of network data. However, most existing methods have been developed …
C He, X Fei, Q Cheng, H Li, Z Hu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Community detection is one of the popular research topics in the field of complex networks analysis. It aims to identify communities, represented as cohesive subgroups or clusters …
C He, Y Zheng, X Fei, H Li, Z Hu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Community detection is of great help to understand the structures and functions of complex networks. It has become one of popular research topics in the field of complex networks …
B Fanseu Kamhoua, L Zhang, K Ma, J Cheng… - ACM Transactions on …, 2023 - dl.acm.org
Attributed graph clustering (AGC) is an important problem in graph mining as more and more complex data in real-world have been represented in graphs with attributed nodes …
D Malhotra, A Chug - … Journal of Information Management Data Insights, 2021 - Elsevier
Community detection is an important problem in network science that discovers highly clustered groups of nodes having similar properties. Label propagation algorithm (LPA) is …
J Cai, J Hao, H Yang, Y Yang, X Zhao, Y Xun… - Expert Systems with …, 2024 - Elsevier
Complex networks have a large number of nodes and edges, which prevents the understanding of network structure and the discovery of valid information. This paper …
X Lai, G Huang, Z Zhao, S Lin, S Zhang, H Zhang… - Big Data, 2023 - liebertpub.com
This study investigates customers' product design requirements through online comments from social media, and quickly translates these needs into product design specifications …