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2018
Detecting Traffic Accidents from Social Media Data with Deep Learning

Transportation Research Board 97th Annual Meeting, 4p

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2018
Combining GPS Data Collection with Assisted Machine Learning to Enhance Freight Vehicle and Driver Surveys: Methodology and Demonstration

Transportation Research Board 97th Annual Meeting, 21p

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2018
An Agent-Based Simulation Model for Parking Variable Message Sign Location Problem

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 19, pp 135-144

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2018
Reinforcement Learning Based Velocity Control for Autonomous Driving with Multi-Objectives: Safety, Efficiency, and Comfort

Transportation Research Board 97th Annual Meeting, 7p

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2018
A Smart-phone Based Parking Guidance System with Predictive Parking Availability Information

Transportation Research Board 97th Annual Meeting, 15p

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2018
An Improved Inductive Loop Detector Design for Efficient Traffic Signal Operations and Leaner Space Requirements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 18, pp 143-153

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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
For Better or for Worse: The Impact of Corporate Average Fuel Economy (CAFE) Standards on Electric Vehicle Market

Transportation Research Board 97th Annual Meeting, 9p

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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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of 36 pages    

Showing 601 - 625 of 876 records