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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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2019
Intention of Manoeuvre and Motion Prediction of Other Road Users: A Hybrid Approach

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 13p

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2019
A Deep Learning Approach for Lane-Based Short-Term Traffic Volume Prediction at Signalized Intersections

Transportation Research Board 98th Annual Meeting, 6p

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2019
Machine Learning and Daily Activity Patterns

Transportation Research Board 98th Annual Meeting, 21p

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2019
Traffic Queue Monitoring with Mask Region-Based Convolutional Neural Network

Transportation Research Board 98th Annual Meeting, 15p

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2019
Experiences of Supervised Machine Learning to Replicate Driving Behavior Under Traffic Environment

Transportation Research Board 98th Annual Meeting, 8p

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2019
Predicting Airport Runway and Taxiway Pavement Conditions: A Gradient Boosting Approach

Transportation Research Board 98th Annual Meeting, 19p

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2019
Exploring the Relationship between Foot-by-Foot Track Geometry and Rail Defects: a Data-Driven Approach

Transportation Research Board 98th Annual Meeting, 5p

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2019
Feature Engineering for Data-Driven Traffic State Forecast in Urban Road Networks

Transportation Research Board 98th Annual Meeting, 6p

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2019
A Decentralized Network Level Adaptive Signal Control Algorithm By Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
Data-Driven Prediction System of Dynamic People Flow in Large Urban Network Using Cellular Probe Data

Transportation Research Board 98th Annual Meeting, 25p

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of 27 pages    

Showing 451 - 475 of 667 records