From Louvain To Leiden Guaranteeing Well Connected
In the world of network analysis and graph-based data science, community detection plays a central role in understanding complex systems. Researchers and practitioners often begin their journey with the Louvain algorithm, a popular and fast method for detecting communities in large networks. Over time, however, limitations in Louvain became clearer, especially regarding the quality and … Read more