Agglomerative hierarchical clustering algorithm for community detection in large-scale complex networks

Abstract: In this thesis several algorithms are proposed to compute efficiently high quality community structure in large-scale complex networks. First, a novel similarity measure that determines the structural similarity in a graph by dynamically diffusing and capturing information beyond the immed...