Chapter 4. Partitional Clustering

  1. Rui Xu and
  2. Donald C. Wunsch II

Published Online: 7 FEB 2008

DOI: 10.1002/9780470382776.ch4

Clustering

Clustering

How to Cite

Xu, R. and Wunsch, D. C. (2008) Partitional Clustering, in Clustering, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470382776.ch4

Publication History

  1. Published Online: 7 FEB 2008
  2. Published Print: 9 OCT 2008

ISBN Information

Print ISBN: 9780470276808

Online ISBN: 9780470382776

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Keywords:

  • partitional clustering;
  • mixture density-based clustering;
  • search techniques-based clustering algorithms

Summary

This chapter contains sections titled:

  • Introduction

  • Clustering Criteria

  • K-Means Algorithm

  • Mixture Density-Based Clustering

  • Graph Theory-Based Clustering

  • Fuzzy Clustering

  • Search Techniques-Based Clustering Algorithms

  • Applications

  • Summary