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2012
Real-Time Prediction of Freeway Rear-End Crash Potential by Support Vector Machine

Transportation Research Board 91st Annual Meeting, 18p

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2012
Intervehicle Safety Warning Information System for Unsafe Driving Events: Methodology and Prototypical Implementation

Transportation Research Record: Journal of the Transportation Research Board, Issue 2324, pp 1–10

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2012
Traffic Incident Detection Using Multiple-Kernel Support Vector Machine

Transportation Research Record: Journal of the Transportation Research Board, Issue 2324, pp 44–52

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2012
Monitoring of Hazardous Driving Events Using In-vehicle Gyro-Sensor Data

Transportation Research Board 91st Annual Meeting, 14p

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2011
Seasonal Autoregressive Integrated Moving Average and Support Vector Machine Models: Prediction of Short-Term Traffic Flow on Freeways

Transportation Research Record: Journal of the Transportation Research Board, Issue 2215, pp 85-92

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2011
Incorporating Weather Information into Real-Time Speed Estimates: Comparison of Alternative Models

Transportation Research Board 90th Annual Meeting, 21p

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2010
Gaussian Processes for Short-Term Traffic Volume Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Issue 2165, pp 69-78

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2008
Travel Mode Choice Modeling with Support Vector Machines

Transportation Research Record: Journal of the Transportation Research Board, Issue 2076, pp 141-150

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2007
Forecasting of Short-Term Freeway Volume with v-Support Vector Machines

Transportation Research Record: Journal of the Transportation Research Board, Issue 2024, pp 92-99

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2006
Forecasting Shared-Use Vehicle Trips with Neural Networks and Support Vector Machines

Transportation Research Record: Journal of the Transportation Research Board, Issue 1968, pp 40-46

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2003
FEATURE SELECTION FOR INTRUSION DETECTION WITH NEURAL NETWORKS AND SUPPORT VECTOR MACHINES

Transportation Research Record, Issue 1822, p. 33-39

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