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Authors: Robson G. F. Feitosa 1 ; Dalmo D. J. Andrade 2 ; Enyo J. T. Gonçalves 3 ; Yuri A. Lacerda 1 ; Gustavo A. L. de Campos 2 and Jerffeson T. de Souza 2

Affiliations: 1 Instituto Federal de Educação Ciência e Tecnologia do Ceará, Brazil ; 2 Universidade Estadual do Ceara (UECE), Brazil ; 3 Universidade Federal do Ceará (UFC), Brazil

Keyword(s): Artificial Neural Networks, Continuos Double Auction, Intelligent Agents.

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

Abstract: This paper describes an approach based on Artificial Neural Networks to estimate the trading price of bids in CDA auctions in the TAC Classic scenario. To validate the approach, we used some methods to validate the performances of both the ANN and an agent which uses the approach. By analyzing the results of the experiments we could prove that such estimation helps improving the agent's performance.

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Paper citation in several formats:
G. F. Feitosa, R.; D. J. Andrade, D.; J. T. Gonçalves, E.; A. Lacerda, Y.; A. L. de Campos, G. and T. de Souza, J. (2012). ARTIFICIAL NEURAL NETWORKS APPLIED TO AN AGENT ACTING IN CDA AUCTIONS IN TAC. In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-95-9; ISSN 2184-433X, SciTePress, pages 271-276. DOI: 10.5220/0003726302710276

@conference{icaart12,
author={Robson {G. F. Feitosa}. and Dalmo {D. J. Andrade}. and Enyo {J. T. Gon\c{C}alves}. and Yuri {A. Lacerda}. and Gustavo {A. L. de Campos}. and Jerffeson {T. de Souza}.},
title={ARTIFICIAL NEURAL NETWORKS APPLIED TO AN AGENT ACTING IN CDA AUCTIONS IN TAC},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2012},
pages={271-276},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003726302710276},
isbn={978-989-8425-95-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - ARTIFICIAL NEURAL NETWORKS APPLIED TO AN AGENT ACTING IN CDA AUCTIONS IN TAC
SN - 978-989-8425-95-9
IS - 2184-433X
AU - G. F. Feitosa, R.
AU - D. J. Andrade, D.
AU - J. T. Gonçalves, E.
AU - A. Lacerda, Y.
AU - A. L. de Campos, G.
AU - T. de Souza, J.
PY - 2012
SP - 271
EP - 276
DO - 10.5220/0003726302710276
PB - SciTePress

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