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Butler, Shane, Ringwood, John and Fay, Damien (2007) Use of Weather Inputs in Traffic Volume Forecasting. In: Irish Signals and Systems Conference (ISSC 2007), 13-14 September 2007, Derry.
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Abstract
In this paper, an examination of the effect of including rainfall
inputs in the forecasting of daily vehicular traffic volumes is undertaken. A
case study is carried out at a busy intersection in Dublin city to examine if any
reduction in forecasting error can be obtained by the incorporation of rainfall
inputs. This paper also demonstrates the value of incorporating lessons learned
from linear time series modelling to the non-linear analysis undertaken.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | Traffic forecasting; time series modelling; neural networks; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering |
| Item ID: | 9495 |
| Depositing User: | Professor John Ringwood |
| Date Deposited: | 22 May 2018 12:24 |
| Refereed: | Yes |
| URI: | https://mu.eprints-hosting.org/id/eprint/9495 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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