AlgSP achieved the best possible results out of five of the six datasets. The algorithm also proved to be among the fastest in community detection. The research has the potential to greatly enhance ...

Stochastic block models (SBMs) serve as a fundamental probabilistic framework for generating and analysing network data with inherent community or modular structure.

Parallel efforts have addressed the challenges posed by dynamic networks, with innovations such as a model based on Hidden Markov Models coupled with evolutionary algorithms, enabling researchers ...