Chapter 8. Large-Scale Data Clustering

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

Published Online: 7 FEB 2008

DOI: 10.1002/9780470382776.ch8

Clustering

Clustering

How to Cite

Xu, R. and Wunsch, D. C. (2008) Large-Scale Data Clustering, in Clustering, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470382776.ch8

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:

  • clustering and condensation-based approaches;
  • density-based methods;
  • large-scale data clustering

Summary

This chapter contains sections titled:

  • Introduction

  • Random Sampling Methods

  • Condensation-Based Methods

  • Density-Based Methods

  • Grid-Based Methods

  • Divide and Conquer

  • Incremental Clustering

  • Applications

  • Summary