Clustering
( IEEE Press Series on Computational Intelligence )
Publication series ：IEEE Press Series on Computational Intelligence
Author： Rui Xu
Publisher： John Wiley & Sons Inc
Publication year： 2008
E-ISBN: 9780470382783
P-ISBN(Hardback): 9780470276808
Subject： O212.4 Multivariate Analyses
Language： ENG
Disclaimer: Any content in publications that violate the sovereignty, the constitution or regulations of the PRC is not accepted or approved by CNPIEC.
Description
This is the first book to take a truly comprehensive look at clustering. It begins with an introduction to cluster analysis and goes on to explore: proximity measures; hierarchical clustering; partition clustering; neural network-based clustering; kernel-based clustering; sequential data clustering; large-scale data clustering; data visualization and high-dimensional data clustering; and cluster validation. The authors assume no previous background in clustering and their generous inclusion of examples and references help make the subject matter comprehensible for readers of varying levels and backgrounds.
Chapter