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2018-12
Automatic Prediction of Maintenance Intervention Types in Roads using Machine Learning and Historical Records

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 44, pp 43-54

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2018-12
The Effect of Bottom Ash on Soil Suction and Resilient Modulus of Medium-Plasticity Clay

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 52, pp 96-107

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2018-12
Predicting Owners’ Willingness to Share Private Residential Parking Spots

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 8, pp 930-941

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2018-12
Creating a Predictive Model for Pavement Deterioration using Geographic Weighted Regression

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 40, pp 166-175

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2018-12
Evaluation of Clustering Algorithms for the Prediction of Trends in Bus Travel Time

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 242-252

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2018-12
Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 47, pp 35-45

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2018-12
Multi-Level Driver Workload Prediction using Machine Learning and Off-the-Shelf Sensors

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 37, pp 141-152

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2018-12
Machine Learning Approach to Short-Term Traffic Congestion Prediction in a Connected Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 185-195

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2018-12
Network-Wide Vehicle Trajectory Prediction in Urban Traffic Networks using Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 173-184

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2018-12
Speed Prediction Models for Trucks on Horizontal Curves of Two-Lane Rural Roads

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 17, pp 72-82

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2018-12
A Spatial–Temporal Multitask Collaborative Learning Model for Multistep Traffic Flow Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 1-13

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2018-12
Network Scale Travel Time Prediction using Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 115-123

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2018-12
Use of Deep Learning to Predict Daily Usage of Bike Sharing Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 36, pp 92-102

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2018-12
Development of Artificial Neural Networks for Predicting the Response of Bonded Concrete Overlays of Asphalt for Use in a Faulting Prediction Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 40, pp 360-370

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2018-12
Multivariate Poisson Lognormal Modeling of Weather-Related Crashes on Freeways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 38, pp 184-198

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2018
Missouri-Specific Crash Prediction Model for Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 30, pp 32-42

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2018
Performance Comparison of Bus Travel Time Prediction Models across Indian Cities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 31, pp 87-98

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2018
2018
Prediction of Resilient Modulus of Unsaturated Subgrade Soils in South China

Transportation Research Board 97th Annual Meeting, 23p

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2018
Real-Time Crash Prediction Using Data Mining Techniques

Transportation Research Board 97th Annual Meeting, 5p

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2018
Crash Frequency Modeling Incorporating Time Trend with Panel Data

Transportation Research Board 97th Annual Meeting, 4p

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2018
Predicting Highway–Rail Grade Crossing Gate Violations

Transportation Research Board 97th Annual Meeting, 4p

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