Survey of Incremental Clustering Algorithms
Nan Li · Science Technology and Engineering · 2010
The concepts of incremental clustering is interpreted.Incremental clustering could be used to solve the demands of data changing and large storage space,correct incremental clustering could promoted the accuracy and efficiency of clustering when data was changing.Methods of incremental clustering based on traditional clustering,that based on biological intelligence and stream clustering are studied and their development process and characteristics are described,and their key technologies are analyzed.Finally,the direction of further work of incremental clustering is given.