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2023-02
GPS-Based Traffic Conditions Classification Using Machine Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 1445-1454

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2023-02
Deep Reinforcement Learning Approach for Automated Vehicle Mandatory Lane Changing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 712-724

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2023-02
Overfitting Prevention in Accident Prediction Models: Bayesian Regularization of Artificial Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 1455-1470

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2023-02
Developing Car-Following Models for Winter Maintenance Operations Incorporating Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 519-540

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2023-02
Machine-Learning Approaches to Identify Travel Modes Using Smartphone-Assisted Survey and Map Application Programming Interface

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 385-400

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2023-01
Machine Learning and Image Recognition Technologies to Identify Built Environment Barriers and Incentives to Walk

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 14-24

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2023-01
Rotated Mask Region-Based Convolutional Neural Network Detection for Parking Space Management System

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 1564-1581

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2023-01
Deep Learning Approach for Detecting Lane Change Maneuvers Using SHRP2 Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 907-928

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2023-01
Recurrent Neural Networks for Pavement Performance Forecasting: Review and Model Performance Comparison

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 610-624

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2023-01
Assessing and Comparing Data Imputation Techniques for Item Nonresponse in Household Travel Surveys

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 1404-1417

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2023-01
Machine and Deep Learning Techniques for Daytime Fog Detection in Real Time with In-Vehicle Vision Systems Using the SHRP 2 Naturalistic Driving Study Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 995-1011

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2023-01
Using Machine Learning to Predict Freight Vehicles’ Demand for Loading Zones in Urban Environments

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 1, pp 829-842

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2023
Proactive Improvements of Standard Taxi Routes in Airports Based on Data-Driven Simulation and Reinforcement Learning

Transportation Research Board 102nd Annual Meeting, 17p

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2023
Calibration of Low-Cost Air Quality Sensor Networks Using Transfer Functions Developed with Linear and Machine Learning Algorithms

Transportation Research Board 102nd Annual Meeting, 20p

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2023
Comparative Study on the Performance of Single Stage Object Detection Models on Norwegian Roads Damage Detection

Transportation Research Board 102nd Annual Meeting, 17p

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2023
Climate-Based, Data-Driven Models for Bridge Condition Assessment

Transportation Research Board 102nd Annual Meeting, 16p

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2023
Using Machine Learning XGBoost to Assess Users' Satisfaction Levels on Pedestrianized Streets

Transportation Research Board 102nd Annual Meeting, 17p

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2023
Calibration of Large-Scale Behavioral Transport Models via Bayesian Optimization

Transportation Research Board 102nd Annual Meeting, 23p

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2023
Motorcycle Helmet Use Behavior: What Does the Data Tell Us?

Transportation Research Board 102nd Annual Meeting, 20p

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2022-12
An Automated System for Large-Scale Intersection Marking Data Collection and Condition Assessment

NCHRP-IDEA Program Project Final Report, Issue 225, 52p

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2022-12
Short Duration Crash Prediction for Rural Two-Lane Roadways: Applying Explainable Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 535-549

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2022-12
A Reinforcement Learning Approach for Global Navigation Satellite System Spoofing Attack Detection in Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 318-330

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2022-12
Real-Time Crash-Risk Optimization at Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 32-50

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2022-11
Decentralised Multi-Agent Reinforcement Learning Approach for the Same-Day Delivery Problem

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 11, pp 385-395

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2022-11
Improving Spatiotemporal Transferability of Real-Time Crash Likelihood Prediction Models Using Transfer-Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 11, pp 621-631

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Showing 276 - 300 of 876 records