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...
İçerik tablosu
Introduction.- Cluster Analysis .- Algorithms of combinatorial cluster analysis .- Cluster quality versus choice of parameters .- Spectral clustering .- Community di...
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Dil İngilizce ● Biçim PDF ● Sayfalar 421 ● ISBN 9783319693088 ● Dosya boyutu 7.4 MB ● Yayımcı Springer International Publishing ● Kent Cham ● Ülke CH ● Yayınlanan 2017 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 5578618 ● Kopya koruma Sosyal DRM