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The Application of Structured Feedforward Neural Networks to the Modelling of the Daily Series of Currency in Circulation
- 1.0339930 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Hlaváček, M. - Čada, J. - Hakl, František
The Application of Structured Feedforward Neural Networks to the Modelling of the Daily Series of Currency in Circulation.
Advances in Natural Computation. Berlin: Springer, 2005 - (Wang, L.; Chen, K.; Ong, Y.), s. 1234-1246. Lecture Notes in Computer Science, 3610. ISBN 3-540-28323-4.
[International Conference ICNC 2005 /1./. Changsha (CN), 27.08.2005-29.08.2005]
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : neural networks * currency in circulation * prediction * ARIMA
Subject RIV: BA - General Mathematics
The paper introduces feedforward structured neural network model and discusses its applicability to the forecasting of the currency in circulation. The forecasting performance of the new neural network model is compared with an ARIMA model. The results indicates that the performance of the neural network model is slightly better.
Permanent Link: http://hdl.handle.net/11104/0183299
Number of the records: 1