A Comparison Between Two Predictive Models of Artificial Intelligence

Ciobanu Dumitru () and Bar Mary Violeta ()
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Ciobanu Dumitru: University of Craiova
Bar Mary Violeta: University of Craiova

Ovidius University Annals, Economic Sciences Series, 2012, vol. XII, issue 2, 362-367

Abstract: 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.

Keywords: Artificial Intelligence; Neural Networks; Support Vector Machines; Prediction. (search for similar items in EconPapers)
JEL-codes: C C53 (search for similar items in EconPapers)
Date: 2012
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Persistent link: https://EconPapers.repec.org/RePEc:ovi:oviste:v:xii:y:2012:i:2:p:362-367

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