Chapter 9. Data Visualization and High-Dimensional Data Clustering

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

Published Online: 7 FEB 2008

DOI: 10.1002/9780470382776.ch9

Clustering

Clustering

How to Cite

Xu, R. and Wunsch, D. C. (2008) Data Visualization and High-Dimensional Data Clustering, in Clustering, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470382776.ch9

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:

  • data visualization and high-dimensional data clustering;
  • isometric feature mapping (ISOMAP) algorithm;
  • projected and subspace clustering

Summary

This chapter contains sections titled:

  • Introduction

  • Linear Projection Algorithms

  • Nonlinear Projection Algorithms

  • Projected and Subspace Clustering

  • Applications

  • Summary