UNSUPERVISED DISTRIBUTED CLUSTERING

摘要

Clustering can be defined as the process of partitioning a set of patterns into disjoint and homogeneous meaningful groups, called clusters. The growing need for distributed clustering algorithms is attributed to the huge size of databases that is common nowadays. In this paper we propose a modification of a recently proposed algorithm, namely k-windows, that is able to achieve high quality results in distributed computing environments.