APPLYING FUZZY COMPARATORS ON DATA MINING

Angélica Urrutia; José Galindo; Leonid Tineo; José Morales; Claudio Gutiérrez

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Paper

APPLYING FUZZY COMPARATORS ON DATA MINING

Topics: Fuzzy Information Retrieval and Data Mining

In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: FCTA, 482-485, 2011 , Paris, France

Authors: Angélica Urrutia ¹ ; José Galindo ² ; Leonid Tineo ³ ; José Morales ¹ and Claudio Gutiérrez ⁴

Affiliations: ¹ Universidad Católica del Maule, Chile ; ² Universidad de Málaga, Spain ; ³ Universidad Simón Bolívar, Venezuela ; ⁴ Universidad del Bío-Bío, Chile

Keyword(s): Fuzzy comparators, Data mining, Complex queries with data mining algorithms.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Fuzzy Information Retrieval and Data Mining ; Fuzzy Systems ; Soft Computing

Abstract: This paper presents a fuzzy comparators module for Data Mining. This module allows querying data obtained by the application of existing data mining algorithms in SQL Server 2008. It provides the end user of a tool that gives useful information and knowledge about variables that have direct impact on the analysis of management indicators. The main contributions of this work are: first analysis and implementation of algorithms relaxed using fuzzy comparators, second deployment in a case to analyze the results.

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Paper citation in several formats:

Urrutia, A.; Galindo, J.; Tineo, L.; Morales, J. and Gutiérrez, C. (2011). APPLYING FUZZY COMPARATORS ON DATA MINING. In Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - FCTA; ISBN 978-989-8425-83-6, SciTePress, pages 482-485. DOI: 10.5220/0003670704820485

@conference{fcta11,
author={Angélica Urrutia. and José Galindo. and Leonid Tineo. and José Morales. and Claudio Gutiérrez.},
title={APPLYING FUZZY COMPARATORS ON DATA MINING},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - FCTA},
year={2011},
pages={482-485},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003670704820485},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2011) - FCTA
TI - APPLYING FUZZY COMPARATORS ON DATA MINING
SN - 978-989-8425-83-6
AU - Urrutia, A.
AU - Galindo, J.
AU - Tineo, L.
AU - Morales, J.
AU - Gutiérrez, C.
PY - 2011
SP - 482
EP - 485
DO - 10.5220/0003670704820485
PB - SciTePress