Chapter 20


Dao Lam and Donald C. Wunsch,    Missouri University of Science and Technology, Applied Computational Intelligence Lab, Department of Electrical and Computer Engineering, Rolla, MO, USA,,


Clustering has been applied in many areas, including signal and image processing. This chapter reviews the motivation for clustering and several different types of clustering. See [35,5] for more detailed information, from which some of this material has been taken.


Hierarchical clustering; EM; k-means; Spectral clustering; Biclustering; Co-clustering; Subspace clustering; Clustering validation

1.20.1 Introduction

Every day, society generates large amounts of data, which can be subjected to analysis ...

Get Academic Press Library in Signal Processing now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.