An extended k-means technique for clustering moving objects

k-means algorithm is one of the basic clustering techniques that is used in many data mining applications. In this paper we present a novel pattern based clustering algorithm that extends the k-means algorithm for clustering moving object trajectory data. The proposed algorithm uses a key feature of...

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Bibliographic Details
Main Authors: Omnia Ossama, Hoda M.O. Mokhtar, Mohamed E. El-Sharkawi
Format: Article
Language:English
Published: Elsevier 2011-03-01
Series:Egyptian Informatics Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866511000089