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2019
Travel Mode Detection using Smartphone GPS Data: a Comparison between Random Forest and Wide-and-Deep Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
Impacts of Land-Use Related Geo-Information on Metro Use

Transportation Research Board 98th Annual Meeting, 14p

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2019
Machine Learning Based Short-Term Wait Time Prediction Model for US-Mexico Border Crossing

Transportation Research Board 98th Annual Meeting, 6p

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2019
Multi-view crowd congestion map generation based on ensemble learning

Transportation Research Board 98th Annual Meeting, 18p

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2019
A Two-Stage Model for Real-time Taxi Demand Prediction Using Data from the Web

Transportation Research Board 98th Annual Meeting, 16p

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2019
Predicting Real-Time Traffic Conflicts Using Deep Learning

Transportation Research Board 98th Annual Meeting, 7p

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2019
Applying Deep Learning and High-Resolution Data to Predict Crashes for Transportation Safety Planning

Transportation Research Board 98th Annual Meeting, 6p

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2019
Cell-Speed Prediction Neural Network (CPNN): A Deep Learning Approach for Trip-Based Speed Prediction

Transportation Research Board 98th Annual Meeting, 6p

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2019
Real-Time Prediction of Inter-Region Traffic Flow Using Urban Vehicle Trajectory Data: A Deep Learning Approach

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Deep Learning Approach for the Traffic Assignment Problem

Transportation Research Board 98th Annual Meeting, 6p

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2019
A Deep Transfer Learning Approach for Classification of Truck Body Types Based on Side-Fire Lidar Data

Transportation Research Board 98th Annual Meeting, 7p

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2019
Automated Driving Maneuvers Under Interactive Environment Based on Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Machine Learning Decision Support Tool for Travel Demand Modeling

Transportation Research Board 98th Annual Meeting, 8p

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2019
Developing Machine Learning Models to Predict Incident Duration

Transportation Research Board 98th Annual Meeting, 8p

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2019
Evaluation of Interstate Work Zone Mobility using Probe Vehicle Data and Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board

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2019
Truck Body-Type Classification using Single-Beam Lidar Sensors

Transportation Research Record: Journal of the Transportation Research Board

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2018-12
Video Analytics for Railroad Safety Research: An Artificial Intelligence Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 10, pp 269-277

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2018-12
Using Deep Learning in Severity Analysis of At-Fault Motorcycle Rider Crashes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 34, pp 122-134

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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
Applying Large-Scale Optimization to Evaluate Pavement Maintenance Alternatives for Low-Volume Roads using Genetic Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 52, pp 205-215

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2018-12
Using Google’s Passive Data and Machine Learning for Origin-Destination Demand Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 46, pp 73-82

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2018-12
Learning Daily Activity Sequences of Population Groups using Random Forest Theory

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 47, pp 194-207

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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
Traffic Congestion Detection from Camera Images using Deep Convolution Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 222-231

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Showing 551 - 575 of 876 records