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2020
Estimating Hourly Traffic Volumes using Artificial Neural Network with Additional Inputs from Automatic Traffic Recorders

Transportation Research Record: Journal of the Transportation Research Board

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2019-12
Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 12, pp 463-473

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2019-11
Estimate Sentiment of Crowds from Social Media during City Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 11, pp 836-850

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2019-11
A Simplified Method of Detecting Spot Surface Defects by using Quasi-3D Data from a Conventional Road Profiler

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 11, pp 377-387

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2019-11
Attitudes on Autonomous Vehicle Adoption using Interpretable Gradient Boosting Machine

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 11, pp 865-878

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2019-10
Innovations in Freight Data Workshop

Transportation Research Circular, Issue E-C255, 100p

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2019-09
Comparative Study of Predictive Analysis Methods to Estimate Bridge Response

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 9, pp 365-376

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2019-09
Real-Time Traffic Flow Pattern Matching to Improve Predictive Performance of Online Simulation-Based Dynamic Traffic Assignment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 9, pp 23-33

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2019-08
Developing an Aerial-Image-Based Approach for Creating Digital Sidewalk Inventories

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 499-507

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2019-08
Snow Detection using In-Vehicle Video Camera with Texture-Based Image Features Utilizing K-Nearest Neighbor, Support Vector Machine, and Random Forest

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 221-232

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2019-08
Comparing Machine Learning and Deep Learning Methods for Real-Time Crash Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 169-178

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2019-07
Application of Machine Learning Techniques for the Analysis of National Bridge Inventory and Bridge Element Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 99-110

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2019-07
Automatic Detection of Major Freeway Congestion Events using Wireless Traffic Sensor Data: Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 436-442

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2019-07
Traffic Prediction using Time-Space Diagram: A Convolutional Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 425-435

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2019-06
Non-Intrusive Detection of Drowsy Driving Based on Eye Tracking Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 6, pp 247-257

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2019-06
Investigating Effect of Driver-, Vehicle-, and Road-Related Factors on Location-Specific Crashes with Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 6, pp 46-56

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2019-05
Study on the Framework of Intersection Pedestrian Collision Warning System Considering Pedestrian Characteristics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 5, pp 747-758

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2019-05
Predicting Near-Term Train Schedule Performance and Delay Using Bi-Level Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 5, pp 564-573

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2019-04
Deep Learning System for Travel Speed Predictions on Multiple Arterial Road Segments

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 145-157

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2019-04
Developing Machine Learning Models to Predict Roadway Traffic Noise: An Opportunity to Escape Conventional Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 158-172

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2019-04
Application of Machine Learning to Two Large-Sample Household Travel Surveys: A Characterization of Travel Modes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 173-183

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2019-04
Public Opinion on Dockless Bike Sharing: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 195-204

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2019-03
Decision Tree Approach to Predicting Vehicle Stopping from GPS Tracks in a National Park Scenic Corridor

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 3, pp 86-96

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2019
Detecting Potential Vehicle Concerns Using Natural Language Processing Applied to Automotive Big Data

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 12p

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2019
Prediction of Pedestrian Protection Performance Using Machine Learning

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 10p

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Showing 451 - 475 of 677 records