A Clustering Algorithm Incorporating Density and Direction

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 density-based methods were adopted, resulting in a new algorithm

• Type: Conference
• Year: 2008
• Where: CIMCA
• Authors: Yu-Chen Song, Michael J. O'Grady, Gregory M. P. O'Hare, Wei Wang
• Keywords: Algorithm, CIMCA 2008, Clustering Algorithm, Intelligent Agents, K-Means Algorithm