Summarization on Incremental Clustering and Research of Incremental DBSCAN Algorithm
Yonghong Xie · Journal of North China Institute of Aerospace Engineering · 2006
This paper firstly introduces the classification of incremental clustering algorithms and the research state, defines the concept of algorithm equivalence. Then, introduces the incremental DBSCAN algorithms. Finally, improves on methods about the incremental DBSCAN in a batch mode. The method of adjusting the mode with a sub-mode is effectively applied to distributed clustering.