Research of Clustering Algorithm Based on Density

Clustering is an important task in the data mining and the clustering based on density has been proved to be a very efficient method.Then,compared with DBSCAN algorithm,we propose a clustering algorithm called CUCD(Clustering Using Centers and Density).It works based on the centers and the density.The virtual core objects are generated from the distributed data and the quality is better if the algorithm runs more times.