Selected Clustering Methods

Abstract

In this chapter we recall the concept of clustering and discuss in detail some selected algorithms.

The organization of this chapter is as follows. In Section 5.1 selected clustering algorithms are discussed. In Section 5.2 the self-organizing system for information granulation is recalled. In Section 5.3 we discuss some clustering algorithms received by combining clustering with methods of the rough set theory. In Section 5.4 quality of information granulation is discussed.