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RISShort-Term Traffic Prediction on Different Types of Roads with Genetically Designed Regression and Time Delay Neural Network Models
Publisher: American Society of Civil Engineers
Abstract: Research for advanced traveler information systems (ATIS) has been focused on urban roads. However, research for short-term traffic prediction on all categories of highways is needed, as highway agencies expect to implement ...
Application of Neural Networks to Estimate AADT on Low-Volume Roads
Publisher: American Society of Civil Engineers
Abstract: Artificial neural networks are applied as a means of estimating the average annual daily traffic (AADT) volume from short-period traffic counts. Fifty-five automatic traffic recorder sites located on low-volume rural roads ...
Statistical Investigations of Snowfall and Temperature Interaction with Passenger Car and Truck Traffic on Primary Highways in Canada
Publisher: American Society of Civil Engineers
Abstract: Winter weather conditions such as extremely cold temperatures, heavy snowfall, and high wind chills are common occurrences in Canada. Impacts of such adverse weather conditions on total highway traffic volume have been the ...