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Authors: R. F. Marques and L. H. A. Monteiro

Affiliation: Escola de Engenharia, Universidade Presbiteriana Mackenzie, Brazil

ISBN: 978-989-8111-66-1

Keyword(s): Ant colony system, Breast cancer, Data mining, Swarm intelligence.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Data Mining ; Databases and Information Systems Integration ; Enterprise Information Systems ; Evolutionary Computing ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: An algorithm, inspired on the strategy employed by ant colonies for seeking food, was developed in order to extract mathematical formulas from data. This algorithm, called Formula Miner, is applied in a breast cancer diagnosis database and its performance is compared to the performances of some well-known data mining algorithms.

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Paper citation in several formats:
Marques R.; Monteiro L. and (2009). ANT COLONY SYSTEM ALGORITHM FOR EXTRACTING MATHEMATICAL RELATIONS FROM DATABASE.In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8111-66-1, pages 204-207. DOI: 10.5220/0001656402040207

@conference{icaart09,
author={R. F. Marques and L. H. A. Monteiro},
title={ANT COLONY SYSTEM ALGORITHM FOR EXTRACTING MATHEMATICAL RELATIONS FROM DATABASE},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2009},
pages={204-207},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001656402040207},
isbn={978-989-8111-66-1},
}

TY - CONF

JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - ANT COLONY SYSTEM ALGORITHM FOR EXTRACTING MATHEMATICAL RELATIONS FROM DATABASE
SN - 978-989-8111-66-1
AU - Marques, R.
AU - Monteiro, L.
PY - 2009
SP - 204
EP - 207
DO - 10.5220/0001656402040207

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