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    Use of Weather Inputs in Traffic Volume Forecasting


    Butler, Shane and 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:

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