Modern Algorithms of Cluster Analysis

• Main Authors: Wierzchoń, Slawomir (Author, http://id.loc.gov/vocabulary/relators/aut), Kłopotek, Mieczyslaw (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Studies in Big Data, 34
• Subjects: Computational intelligence.; Big data.; Applied mathematics.; Engineering mathematics.; Computational Intelligence.; Big Data.; Applications of Mathematics.; Big Data/Analytics.

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 relat...