ModEx and Seed-Detective: Two novel techniques for high quality clustering by using good initial seeds in K-Means

In this paper we present two clustering techniques called ModEx and Seed-Detective. ModEx is a modified version of an existing clustering technique called Ex-Detective. It addresses some limitations of Ex-Detective. Seed-Detective is a combination of ModEx and Simple K-Means. Seed-Detective uses Mod...

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Bibliographic Details
Main Authors: Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier
Format: Article
Language:English
Published: Elsevier 2015-04-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S131915781500018X