Low-complexity fuzzy relational clustering algorithms for Web mining

Krishnapuram, Raghu; Joshi, Anupam; Nasraoui, Olfa; Yi, Liyu

doi:10.1109/91.940971

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Low-complexity fuzzy relational clustering algorithms for Web mining

Shared by NobleBlocks on Aug 1, 2001 • 12:00 AM UTC

Authors:

Raghu Krishnapuram

Anupam Joshi

Olfa Nasraoui

Abstract

This paper presents new algorithms-fuzzy c-medoids (FCMdd) and robust fuzzy c-medoids (RFCMdd)-for fuzzy clustering of relational data. The objective functions are based on selecting c representative objects (medoids) from the data set in such a way that the total fuzzy dissimilarity within each clu...

Subject

Data mining

Fuzzy clustering

Cluster analysis

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