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Authors: M. P. Cuellar ; W. Fajardo ; M. C. Pegalajar ; R. Pérez-Pérez and M.A. Navarro

Affiliation: University of Granada, Spain

Keyword(s): Neural Network, Training, Time-Delay Neural Network, Levenberg-Marquardt

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Biomedical Signal Processing ; Computational Intelligence ; Enterprise Information Systems ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neural Network Software and Applications ; Neural Networks ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Theory and Methods

Abstract: In this paper, we study and predict the economic indebtedness for the autonomic of Spain. In turn, we use model of neural network. In this study, we assess the feasibility of the Time-Delay neural network as an alternative to these classical forecasting models. This neural network permits accumulate more values of pass and a best prediction of the future. We show the MSE assignment to check the good forecasting of indebtedness economic.

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Paper citation in several formats:
P. Cuellar, M.; Fajardo, W.; C. Pegalajar, M.; Pérez-Pérez, R. and Navarro, M. (2004). AN ADAPTABLE TIME-DELAY NEURAL NETWORK TO PREDICT THE SPANISH ECONOMIC INDEBTEDNESS. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 457-460. DOI: 10.5220/0002628604570460

@conference{iceis04,
author={M. {P. Cuellar}. and W. Fajardo. and M. {C. Pegalajar}. and R. Pérez{-}Pérez. and M.A. Navarro.},
title={AN ADAPTABLE TIME-DELAY NEURAL NETWORK TO PREDICT THE SPANISH ECONOMIC INDEBTEDNESS},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={457-460},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002628604570460},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - AN ADAPTABLE TIME-DELAY NEURAL NETWORK TO PREDICT THE SPANISH ECONOMIC INDEBTEDNESS
SN - 972-8865-00-7
IS - 2184-4992
AU - P. Cuellar, M.
AU - Fajardo, W.
AU - C. Pegalajar, M.
AU - Pérez-Pérez, R.
AU - Navarro, M.
PY - 2004
SP - 457
EP - 460
DO - 10.5220/0002628604570460
PB - SciTePress

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