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


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Apr 2019 - Volume 10, Issue 2
Deadline: 5 Apr 2019
Notification: 15 Apr 2019
Publication: 30 Apr 2019

June 2019 - Volume 10, Issue 3
Deadline: 5 June 2019
Notification: 15 June 2019
Publication: 30 June 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