A hybrid neural network and ARIMA model for water quality time series prediction
✍ Scribed by Durdu Ömer Faruk
- Book ID
- 108123019
- Publisher
- Elsevier Science
- Year
- 2010
- Tongue
- English
- Weight
- 572 KB
- Volume
- 23
- Category
- Article
- ISSN
- 0952-1976
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
## Abstract Artificial neural networks (ANNs) have been applied successfully in various fields. However, ANN models depend on large sets of historical data, and are of limited use when only vague and uncertain information is available, which leads to difficulties in defining the model architecture
This paper is concerned with modelling time series by single hidden layer feedforward neural network models. A coherent modelling strategy based on statistical inference is presented. Variable selection is carried out using simple existing techniques. The problem of selecting the number of hidden un