13 citations · 34 across the 10 of their papers we have counts for
3 papers · 1 filter
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…
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…
Bayan Algorithm: Detecting Communities in Networks Through Exact and Approximate Optimization of Modularity
Samin Aref, Mahdi Mostajabdaveh, Hriday Chheda
Community detection is a classic network problem with extensive applications in various fields. Its most common method is using modularity maximization heuristics which rarely retu…