e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

Indexed in

ABSTRACT

Title : AN EFFICIENT TEXT CLUSTERING ALGORITHM USING AFFINITY PROPAGATION
Authors : Kumar Vasantha, Jagadeesh Majji
Keywords : -
Issue Date : Feb-Mar 2013
Abstract :
The objective is to ?nd among all partitions of the data set, best publishing according to some quality measure. Affinity propagation is a low error, high speed, flexible, and remarkably simple clustering algorithm that may be used in forming teams of participants for business simulations and experiential exercises, and in organizing participants preferences for the parameters of simulations.This paper proposes an efficient Affinity Propagation algorithm that guaranteesthe same clustering result as the original algorithm after convergence. The heart of our approach is (1) to prune unnecessary message exchanges in the iterations and (2) to compute the convergence values of pruned messages after the iterations to determine clusters.
Page(s) : 34-39
ISSN : 0976-5166
Source : Vol. 4, No.1