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Publication year 1996 (3)1997 (2)1999 (2)1998 (1)Type Working Paper (8)Authors
Rose, Geoff (8)
Dia, Hussein (3)Ampt, Elizabeth (1)Bean, Steve (1)Hynes, Jo (1)Paterson, Darryn (1)Snell, Anthony (1)Subjects ANN models, incident detection model, freeway automatic incident detection (AID) systems, artificial neural networks, data collection, TCCC record, validation of ANN, performance envelopes. (1)incident detection models, systematic error, random error, freeway incidents, AID systems, input clamping, communications malfunction, model performance, noise levels, random noise, ANN model. (1)incident detection, detection rate, artificial neural networks, artificial neural networks (ANNs), comparative evaluation traffic data, calibration data set. (1)surveys, travel awareness, demand management, feedback (1)View moreHas file(s) Yes (8)

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Comparative Performance of Freeway Automated Incident Detection Algorithms 

Dia, Hussein; Rose, Geoff; Snell, Anthony
Published 1996-10-01
Common 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 Access
Working Paper
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Improving Dynamic Travel Time Estimates for Melbourne’s Drive Time System 

Paterson, Darryn; Rose, Geoff; Bean, Steve
Published 1999-11-01
Vic Roads Drive Time is an operational ITS system that dynamically calculates travel times on Melbourne freeways and conveys them to motorists in real time on roadside Changeable Message Signs. While the system has gained ...
Open Access
Working Paper
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"Simulated Consulting": A Win-Win Experience in Transport Engineering Education 

Rose, Geoff
Published 1999-11-01
Students undertaking a final year elective subject in Transportation Planning at Monash University in Melbourne, Australia, were given the opportunity to work on a practical project for which there was an interested outside ...
Open Access
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The Impact of Data Quantity on the Performance of Neural Network Freeway Incident Detection Models 

Dia, Hussein; Rose, Geoff
Published 1996-10-01
One 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 Access
Working Paper
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Reducing Car Travel Through an ‘Individual Action’ Programme 

Rose, Geoff; Ampt, Elizabeth
Published 1997-01-01
This paper outlines a new approach to reducing car use in order to address environmental concerns. The individual action programme, known as travel blending, aims to encourage individuals to choose a mixture, or blend, of ...
Open Access
Working Paper
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Impact of Data Quality on the Performance of Neural Network Incident Detection Models 

Dia, Hussein; Rose, Geoff
Published 1996-10-01
One 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 Access
Working Paper
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Travel Demand Management and its Application at Australian University Campuses 

Hynes, Jo; Rose, Geoff
Published 1998-11-01
This paper provides an example of how TDM could be applied in Australia with particular reference to university campuses. After considering the different characteristics of Australian university campuses in general, three ...
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Attitude and Travel Behaviour Change Using Survey Feedback: Insight from Dutch and Australian Experience 

Rose, Geoff
Published 1997-10-01
Travel demand management (TDM) addresses the problems of energy consumption and pollution associated with increased motor vehicle use through strategies focused on improving asset utilisation, physical restraint, pricing, ...
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