60 citations · 290 across the 27 of their papers we have counts for
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cs.SI2023
Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection
Samin Aref, Mahdi Mostajabdaveh
Community detection, which involves partitioning nodes within a network, has widespread applications across computational sciences. Modularity-based algorithms identify communities…
cs.SI2023★ 13 cited
Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar
Samin Aref, Mahdi Mostajabdaveh, Hriday Chheda
Community detection is a fundamental problem in computational sciences with extensive applications in various fields. The most commonly used methods are the algorithms designed to…