Community detection plays a crucial role in unveiling the hidden modular structures within complex networks. As real-world systems—from social interactions and biological processes to infrastructure ...

A fundamental problem in network analysis is clustering the nodes into groups which share a similar connectivity pattern. Existing algorithms for community detection assume the knowledge of the number ...

A good way to see where this article is headed is to take a look at the screenshot in Figure 1 and the graph in Figure 2. The demo program begins by loading a tiny 10-item dataset into memory. The ...