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Reseach Article

An Intelligent Agent based Data Preprocessing Software

Published on January 2013 by Sharon Christa, Suma. V, Lakshmi Madhuri
Amrita International Conference of Women in Computing - 2013
Foundation of Computer Science USA
AICWIC - Number 2
January 2013
Authors: Sharon Christa, Suma. V, Lakshmi Madhuri
6acd6efa-6f4b-4357-ad8c-deee5abd280c

Sharon Christa, Suma. V, Lakshmi Madhuri . An Intelligent Agent based Data Preprocessing Software. Amrita International Conference of Women in Computing - 2013. AICWIC, 2 (January 2013), 11-17.

@article{
author = { Sharon Christa, Suma. V, Lakshmi Madhuri },
title = { An Intelligent Agent based Data Preprocessing Software },
journal = { Amrita International Conference of Women in Computing - 2013 },
issue_date = { January 2013 },
volume = { AICWIC },
number = { 2 },
month = { January },
year = { 2013 },
issn = 0975-8887,
pages = { 11-17 },
numpages = 7,
url = { /proceedings/aicwic/number2/9868-1310/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 Amrita International Conference of Women in Computing - 2013
%A Sharon Christa
%A Suma. V
%A Lakshmi Madhuri
%T An Intelligent Agent based Data Preprocessing Software
%J Amrita International Conference of Women in Computing - 2013
%@ 0975-8887
%V AICWIC
%N 2
%P 11-17
%D 2013
%I International Journal of Computer Applications
Abstract

With the evolution of distributed computing, the databases were inherently distributed across the globe. The core need in the current industrial environment is to extract information from the huge, complex and dynamic data through data mining techniques. Existence of an inconsistency in the data will directly affect the data mining and thereby affect the business performance. Thus, agents which are a powerful technology for the analysis design and implementation of autonomous intelligent systems is used to handle the varied issues related to inconsistencies in the data. This paper provides the design and development of intelligent software that uses agents to handle the data preprocessing thereby improving and enhancing the quality of data to be mined.

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Index Terms

Computer Science
Information Sciences

Keywords

Coordinator Agent Transformation Agent Discretization Agent