Chapter 5. Cluster Analysis

  1. Steen Knudsen

Published Online: 19 DEC 2005

DOI: 10.1002/0470041102.ch5

Cancer Diagnostics with DNA Microarrays

Cancer Diagnostics with DNA Microarrays

How to Cite

Knudsen, S. (2005) Cluster Analysis, in Cancer Diagnostics with DNA Microarrays, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0470041102.ch5

Author Information

  1. Medical Prognosis Institute, Hørsholm, Denmark

Publication History

  1. Published Online: 19 DEC 2005
  2. Published Print: 17 NOV 2006

ISBN Information

Print ISBN: 9780471784074

Online ISBN: 9780470041109

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Keywords:

  • cluster analysis;
  • time-series analysis;
  • visualization of clusters

Summary

This chapter contains sections titled:

  • Hierarchical Clustering

  • K-Means Clustering

  • Self-Organizing Maps

  • Distance Measures

  • Time-Series Analysis

  • Gene Normalization

  • Visualization of Clusters

  • Summary

  • Further Reading