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2018
Deep Learning for Real-Time Crash Prediction on Urban Expressways

Transportation Research Board 97th Annual Meeting, 8p

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2018
Evaluating the Generalization of Actor–Critic Traffic Signal Control

Transportation Research Board 97th Annual Meeting, 7p

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2018
Monitoring the Road Surface Temperature by Evaluating the Climatological and Ambient Temperature Data Collected from Probe Vehicles Using Machine Learning Technique

Transportation Research Board 97th Annual Meeting, 11p

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2018
Travel Mode Detection from Smartphone Data: Semi-supervised vs. Supervised Learning

Transportation Research Board 97th Annual Meeting, 16p

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2018
Adaptive Queue Prediction Algorithm for an Edge-Centric Cyber–Physical System Platform in a Connected Vehicle Environment

Transportation Research Board 97th Annual Meeting, 7p

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2018
Integrated Incident Decision-Support using Traffic Simulation and Data-Driven Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 42, pp 247-256

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2018
A Deep Ensemble Learning Method for Short-Term Travel Time Prediction

Transportation Research Board 97th Annual Meeting, 9p

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2018
Predicting the Number of Uber Pickups by Deep Learning

Transportation Research Board 97th Annual Meeting, 12p

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2018
A Deep-Reinforcement Learning Algorithm for Eco-Driving Control at Signalized Intersections with Prioritized Experience Replay, Target Network, and Double Learning

Transportation Research Board 97th Annual Meeting, 2p

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2018
A Novel Car-Following Control Model Combining Machine Learning and Kinematics Models for Automated Vehicles

Transportation Research Board 97th Annual Meeting, 21p

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2018
Machine Learning Vs. Spatial Econometric Models: Modeling the Impact of Transportation Infrastructure on Real Estate Prices

Transportation Research Board 97th Annual Meeting, 19p

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2018
Gaussian Processes for Imputation of Missing Traffic Volume Data

Transportation Research Board 97th Annual Meeting, 15p

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2018
Comparison of Machine Learning Algorithms to Determine Traffic Congestion from Camera Images

Transportation Research Board 97th Annual Meeting, 14p

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2018
A Novel Approach to Missing Ramp Flow Imputation Using Machine Learning

Transportation Research Board 97th Annual Meeting, 24p

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2018
Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars

Transportation Research Board 97th Annual Meeting, 15p

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2018
Application and Evaluation of the Reinforcement Learning Approach to Eco-Driving at Intersections under Infrastructure-to-Vehicle Communications

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 25, pp 89-98

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2018
RoadCast: An Algorithm to Forecast This Year's Road Traffic

Transportation Research Board 97th Annual Meeting, 20p

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2018
Adaptive Traffic Signal Control with Deep Reinforcement Learning: An Exploratory Investigation

Transportation Research Board 97th Annual Meeting, 15p

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2018
Rebalancing Shared Mobility-on-Demand Systems: A Reinforcement Learning Approach

Transportation Research Board 97th Annual Meeting, 5p

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2018
Motion Pattern Recognition for Powered-Two-Wheeler Riders Using a Smart Helmet

Transportation Research Board 97th Annual Meeting, 14p

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2018
A Bi-Level Methodology for Identification of Types of Secondary Tasks from Observed Driving Behavior Data: Application of Ensemble Tree Machine Learning Algorithms on SHRP 2 NDS Data

Transportation Research Board 97th Annual Meeting, 5p

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2018
Crisis Communication Patterns in Social Media during Hurricane Sandy

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 1, pp 125-137

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2018
Analysis and Prediction of Travel Demand by Using Mobile Application Data

Transportation Research Board 97th Annual Meeting, 7p

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2018
Integrated Cooperative Adaptive Cruise Control and Machine Learning Algorithms for Intelligent Vehicles Near an Off-Ramp

Transportation Research Board 97th Annual Meeting, 4p

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2018
Predicting Incident Duration Using Random Forests

Transportation Research Board 97th Annual Meeting, 8p

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of 28 pages    

Showing 551 - 575 of 677 records