A Comparison Between Two Predictive Models of Artificial Intelligence

In this paper we done a comparison between a Neural Network model and a Support Vector Machine model adapted to predict the exchange rate EUR-LEU. We emphasize the strengths and weakness of these two Artificial Intelligence paradigms and we compare the results of prediction obtained with those two models. The Support Vector Machine model exceeds the Neural Network model regarding the prediction horizon.

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Year of publication:	2012
Authors:	Dumitru, Ciobanu ; Violeta, Bar Mary
Published in:	Ovidius University Annals, Economic Sciences Series. - Facultatea de Ştiinţe Economice, ISSN 1582-9383. - Vol. XII.2012, 2, p. 362-367
Publisher:	Facultatea de Ştiinţe Economice
Subject:	Artificial Intelligence \| Neural Networks \| Support Vector Machines \| Prediction

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Extent:	application/pdf
Type of publication:	Article
Classification:	C - Mathematical and Quantitative Methods ; C53 - Forecasting and Other Model Applications
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010675560