Title :
Time series forecasting with neural networks
Author :
Chatfield, Chris
Author_Institution :
Sch. of Math. Sci., Bath Univ., UK
fDate :
31 Aug-2 Sep 1998
Abstract :
Neural networks are not a universal panacea for time series forecasting. The empirical evidence is mixed. Various problems in modelling and fitting time series with NNs are identified. There is a need for greater co-operation between statisticians, forecasters and computer scientists with their widely different skills and background
Keywords :
forecasting theory; modelling; neural nets; time series; fitting; modelling; neural networks; time series forecasting; Application software; Computer networks; Electronic mail; Failure analysis; Marketing and sales; Neural networks; Predictive models; Software packages; Testing; Time series analysis;
Conference_Titel :
Neural Networks for Signal Processing VIII, 1998. Proceedings of the 1998 IEEE Signal Processing Society Workshop
Conference_Location :
Cambridge
Print_ISBN :
0-7803-5060-X
DOI :
10.1109/NNSP.1998.710672
