A Support System for Fisheries Based on Neural Networks

Alfonso Iglesias; Bernardino Arcay; Alejandra Rodríguez; Manuel Cotos

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Paper

A Support System for Fisheries Based on Neural Networks

In Proceedings of the 1st International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 0ICINCO, 112-121, 2005 , Barcelona, Spain

Authors: Alfonso Iglesias ¹ ; Bernardino Arcay ¹ ; Alejandra Rodríguez ¹ and Manuel Cotos ²

Affiliations: ¹ University of A Coruña, Spain ; ² University of Santiago de Compostela, Spain

Abstract: This paper presents the foundations of a decision support system for the localisation of fisheries based on AI techniques. The purpose of such a system is to reduce the costs of fishing fleets without endangering the sustainable development of the natural resources. Our data sources are satellite images (OrbView-2, Series NOAA, Topex/Poseidon), as well as real catch data obtained from the fishing log of a pilot boat. We have compared neural networks, ANFIS, and functional networks, and we have exported the results to a SIG. The best results were obtained for a perceptron trained with the Backpropagation method.

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Paper citation in several formats:

Iglesias, A.; Arcay, B.; Rodríguez, A. and Cotos, M. (2005). A Support System for Fisheries Based on Neural Networks. In Proceedings of the 1st International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2005) - ANNIIP; ISBN 972-8865-36-8, SciTePress, pages 112-121. DOI: 10.5220/0001194401120121

@conference{anniip05,
author={Alfonso Iglesias. and Bernardino Arcay. and Alejandra Rodríguez. and Manuel Cotos.},
title={A Support System for Fisheries Based on Neural Networks},
booktitle={Proceedings of the 1st International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2005) - ANNIIP},
year={2005},
pages={112-121},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001194401120121},
isbn={972-8865-36-8},
}

TY - CONF

JO - Proceedings of the 1st International Workshop on Artificial Neural Networks and Intelligent Information Processing (ICINCO 2005) - ANNIIP
TI - A Support System for Fisheries Based on Neural Networks
SN - 972-8865-36-8
AU - Iglesias, A.
AU - Arcay, B.
AU - Rodríguez, A.
AU - Cotos, M.
PY - 2005
SP - 112
EP - 121
DO - 10.5220/0001194401120121
PB - SciTePress