Fast clustering algorithm based on window: F-CABDET
一种基于窗口的快速聚类算法——F-CABDET

A fast clustering algorithm called F-CABDET(Fast Clustering Algorithm based on Building a DEnsity-Tree) was presented, which significantly improves computing efficiency, reduces executing time and achieves satisfactory clustering results by the window-based method of converting global computation into local computation. F-CABDET algorithm, only one input parameter needed, has the abilities of discovering clusters with arbitrary shape and processing the noise data for its changeable radius of neighborhood. The experiment results demonstrate the effectivity of F-CABDET algorithm.