Classifier-Based Nonuniform Time Slicing Method for Local Community Evolution Analysis

X Luo, T Wang, G Xin, Y Lu, K Yan, Y Liu - Big Data Research, 2023 - Elsevier
With the rapid expansion of the scale of a dynamic network, local community evolution
analysis attracts much attention because of its efficiency and accuracy. It concentrates on a …

Combinational Nonuniform Timeslicing of Dynamic Networks

S Jung, DH Shin, H Jeon, J Seo - arXiv preprint arXiv:2404.06021, 2024 - arxiv.org
Dynamic networks represent the complex and evolving interrelationships between real-
world entities. Given the scale and variability of these networks, finding an optimal slicing …

[PDF][PDF] Efficient Approaches to Analyzing Large Dynamic Networks

A Khanda, SM Shovan, A Pandey, F Hosseini, SK Das… - sc24.supercomputing.org
Analysis of complex systems often uses graph analytics, where the system is represented as
a graph and various graph properties are examined to gain insights into the underlying …