Modern Algorithms of Cluster Analysis (eBook, PDF)

Modern Algorithms of Cluster Analysis (eBook, PDF)

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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. Understanding the related formal concepts is particularly vital in the epoch of Big Data; due to the volume and characteristics of the data, it is no longer feasible to predominantly rely on merely viewing the data when facing a clustering problem.Usually clustering involves choosing similar objects and grouping them togethe...

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