Abstract: This paper gives an approach to a distance algorithms of which can be used into quick-clustering through a visual method of high-dimension data. The new method has robustness and lower computering complexity. At last, it is used into clustering algorithms

Key words: Visualization of data,Clustering algorithms,Data mining