Browsing by author "Dia, Hussein"
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Comparative Performance of Freeway Automated Incident Detection Algorithms
Dia, Hussein; Rose, Geoff; Snell, AnthonyPublished 1996-10-01Common measures of performance of incident detection algorithms are detection rate, false alarm rate and mean time-todetect. These measures are not independent and it is therefore necessary to determine the underlying ...Open AccessWorking Paper -
Impact of Data Quality on the Performance of Neural Network Incident Detection Models
Dia, Hussein; Rose, GeoffPublished 1996-10-01One of the challenges in using field data for the development of neural network incident detection models is to be able to train models that can handle the noisy nature of the loop detector data. The noise in the field ...Open AccessWorking Paper -
The Impact of Data Quantity on the Performance of Neural Network Freeway Incident Detection Models
Dia, Hussein; Rose, GeoffPublished 1996-10-01One of the difficulties in the development of artificial neural network (ANN) models is that, unlike statistical modelling where estimates of sample size can be initially computed, the number of samples or observations ...Open AccessWorking Paper
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