New fractal clustering algorithm on data stream
Yangge Zhong-xiao · Computer Engineering and Applications Journal · 2010
This paper presents an algorithm which is based on fractal to cluster data stream and uses the change of fractal dimension to measure the self-similarity between data and clusters.With noisy condition,the algorithm can discover arbitrary shape clusters that reflect the natural group status of data stream.The experiments show the good performance and effectivity of FClustream.