8. Cluster Analysis

  1. Jussi Klemelä

Published Online: 14 SEP 2009

DOI: 10.1002/9780470425671.ch8

Smoothing of Multivariate Data: Density Estimation and Visualization

Smoothing of Multivariate Data: Density Estimation and Visualization

How to Cite

Klemelä, J. (2009) Cluster Analysis, in Smoothing of Multivariate Data: Density Estimation and Visualization, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470425671.ch8

Publication History

  1. Published Online: 14 SEP 2009
  2. Published Print: 3 AUG 2009

ISBN Information

Print ISBN: 9780470290880

Online ISBN: 9780470425671

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Keywords:

  • cluster analysis;
  • hierarchical clustering;
  • high-density clustering;
  • tail clustering;
  • population interpretation

Summary

This chapter contains sections titled:

  • Hierarchical Clustering

  • The κ-Means Clustering

  • High-density Clustering

  • Tail Clustering