A New Algorithm for Data Clustering and Enhancing K-Means Algorithm
published by Aِl-Baath University
in 2016
in
and research's language is
العربية
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Abstract in English
This paper introduces a new algorithm to solve some problems
that data clustering algorithms such as K-Means suffer from.
This new algorithm by itself is able to cluster data without the
need of other clustering algorithms.
References used
HAN, J, AND KAMBER, M. 2006- Data Mining: Concepts and Techniques. Morgan Kaufmann Publishers, New Delhi, (2nd ed), 772p
RAUF, A, SHEEBA, S, KHUSOR, S, AND JAVED, H.2012- Enhanced K-Mean Clustering Algorithm to Reduce Number of Iterations and Time Complexity, Middle-East Journal of Scientific Research, Pakistan
ALARBEA, A, SENTHEKUMAR, H, AND BADER, A. 2013- Enhancing K-Means Algorithm with Initial Cluster Centers Derived from Data Partitioning along the Data Axis with PCA, Journal of Advances in Computer Networks, Vol. 1, No. 2, June 2013