This book provides the reader with a basic understanding of the formal concepts of the cluster, clustering, partition, cluster analysis etc. The book explains feature-based, graph-based and spectral clustering methods and discusses their formal similarities and differences.
Introduction.- Cluster Analysis .- Algorithms of combinatorial cluster analysis .- Cluster quality versus choice of parameters .- Spectral clustering .- Community discovery and identification.- Data sets.