A New Approach to Distributed Clustering

Publish Year: 1387
نوع سند: مقاله کنفرانسی
زبان: English
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ICTM05_061

تاریخ نمایه سازی: 5 بهمن 1388

Abstract:

Clustering is a process of dividing a set of data into several disjoining groups. One of the main problems in this domain is how to control and manage the data, which are naturally collected at different sites. In this paper we propose a technique to model the local clusters and send the clustering results to a central system to create a global cluster without moving the actual data. by using this approach we can achieve efficient accuracy without paying any local data transition extra cost.

Authors

kamran zamanifar

ph.D student dept. of computer science university of Isfahan

mohammad ali nematbakhsh

Associate professor dept. of computer science university of Isfahan

samaneh hoseini semnani

Associate professor dept. of computer science university of Isfahan