Browsing School of Computer Science and Informatics by Subject "Cluster analysis--Computer programs"

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Clustering algorithm incorporating density and direction

Song, Yu-Chen ; O'Grady, Michael J. ; O'Hare, G. M. P. (Greg M. P.) ; Wang, Wei (IEEE Computer Society, 2008-12)

This paper analyses the advantages and disadvantages of the K-means algorithm and the DENCLUE algorithm. In order to realise the automation of clustering analysis and eliminate human factors, both partitioning and ...
Research and application of clustering algorithm for arbitrary data set

Song, Yu-Chen ; O'Grady, Michael J. ; O'Hare, G. M. P. (Greg M. P.) (IEEE Computer Society, 2008-12)

This paper discusses the theory and algorithmic design of the CADD (clustering algorithm based on object density and direction) algorithm. This algorithm seeks to harness the respective advantages of the k-means and DENCLUE ...