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2019-04
A Data-Driven Fault Diagnosis Method for Railway Turnouts

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 448-457

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2019
Enhancing Real-Time Crash Risk Prediction Performance Considering Spatial and Temporal Correlations in Support Vector Machine

Transportation Research Board 98th Annual Meeting, 7p

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2018
Effect of Land Use and Road Network on Crime

Transportation Research Board 97th Annual Meeting, 18p

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2017
Unmanned Aerial Vehicle Based Pavement Crack Identification Method Integrated with Geographic Information Systems

Transportation Research Board 96th Annual Meeting, 2p

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2017
Modeling the Discretionary Lane-changing Decision Behavior on Freeways Using Random Forest Theory

Transportation Research Board 96th Annual Meeting, 19p

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2017
Big Data Analysis Based Decision Making Tool for Applying Adaptive Traffic Control Systems

Transportation Research Board 96th Annual Meeting

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2017
A Simulation Study of Predicting Conflict-prone Traffic Conditions in Real-time

Transportation Research Board 96th Annual Meeting, 14p

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2017
Tour-Based Mode Choice Study Through Support Vector Machine Classifiers

Transportation Research Board 96th Annual Meeting, 15p

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2017
Missing Information Imputation for Traffic Incident Likelihood Prediction for Urban Expressways

Transportation Research Board 96th Annual Meeting, 21p

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2017
Hybrid Short-Term Bus Arrival Time Prediction Models Based on Mixed Multi-Route Arrival and Departure Time Data

Transportation Research Board 96th Annual Meeting, 16p

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2016
Prediction of Pavement Performance: Application of Support Vector Regression with Different Kernels

Transportation Research Record: Journal of the Transportation Research Board, Issue 2589, pp 135–145

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2015
Use of Support Vector Machines to Assign Short-Term Counts to Seasonal Adjustment Factor Groups

Transportation Research Record: Journal of the Transportation Research Board, Issue 2527, pp 8–17

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2015
Classification of Gaps at Uncontrolled Intersections and Midblock Crossings Using Support Vector Machines

Transportation Research Record: Journal of the Transportation Research Board, Issue 2515, pp 26–33

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2015
Characterizing Roughness of Pedestrian Pathways Using Crowd Sourced Data and Support Vector Machine Analysis

Transportation Research Board 94th Annual Meeting, 12p

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2015
Multiclass Vehicle Classification Using GPS Data

Transportation Research Board 94th Annual Meeting, 13p

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2015
Detecting Peak-Hour Freeway Incidents Using Machine Learning

Transportation Research Board 94th Annual Meeting, 14p

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2015
Vehicle Reidentification in Low-Resolution Videos for Travel Time Estimation

Transportation Research Board 94th Annual Meeting, 17p

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2015
Activity Stop and Non-Activity Stop Identification in GPS Trajectories Utilizing Density-Based Clustering Method and Support Vector Machines

Transportation Research Board 94th Annual Meeting, 16p

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2014
Hybrid Prediction Approach Based on Weekly Similarities of Traffic Flow for Different Temporal Scales

Transportation Research Record: Journal of the Transportation Research Board, Issue 2443, pp 21-31

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2014
Use of Support Vector Machine Models for Real-Time Prediction of Crash Risk on Urban Expressways

Transportation Research Record: Journal of the Transportation Research Board, Issue 2432, pp 91–98

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2014
Real-time Crash Risk Evaluation by AdaBoost Support Vector Machine

Transportation Research Board 93rd Annual Meeting, 17p

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2014
Automatic Extraction of Number of Lanes from Georectified Aerial Images

Transportation Research Record: Journal of the Transportation Research Board, Issue 2460, pp 86–96

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2014
Computer Vision Techniques to Collect Helmet-Wearing Data on Cyclists

Transportation Research Record: Journal of the Transportation Research Board, Issue 2468, pp 1–10

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2013
Activity Pattern Recognition by Using Support Vector Machines with Multiple Classes

Transportation Research Board 92nd Annual Meeting, 20p

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2013
Framework for Automatic Identification and Extraction of Travel Lane Information from Georectified Aerial Images Using Support Vector Machine

Transportation Research Board 92nd Annual Meeting, 17p

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