The clustering ensemble algorithms can get a more superior result than the single clustering algorithms,because clustering ensemble combines clustering members which have some difference in each other.The problem of clustering ensemble algorithms has become one of the hot field in recent years.Based on the concept of adaptive nearest neighbors,this paper proposes a new clustering ensemble Adaptive Nearest Neighbors Clustering Ensemble(ANNCE)algorithm.This algorithm can automatically select a different numbe...