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Published in:
2008 | OriginalPaper | Chapter
Selected Clustering Methods
Author : Jarosław Stepaniuk
Published in: Rough – Granular Computing in Knowledge Discovery and Data Mining
Publisher: Springer Berlin Heidelberg
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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.