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2021-09
Detection of Pavement Maintenance Treatments using Deep-Learning Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1434-1443

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2021-08
Hidden Markov Model of Lane-Changing-Based Car-Following Behavior on Freeways using Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 550-561

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2021-08
Hybrid Machine Learning Algorithm for Identifying Feature Levels Associated with Safety Critical Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 613-629

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2021-08
Examining the Effects of the Built Environment on Travel Mode Choice across Different Age Groups in Seoul using a Random Forest Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 670-683

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2021-08
Analyzing Traffic Impacts of Planned Major Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 432-442

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2021-07
Machine Learning in Foundation Design and More

Transportation Research Circular, Issue E-C273, pp 103-118

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2021-07
Neural Network Optimal Model for Classification of Unclassified Vehicles in Weigh-in-Motion Traffic Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 11-23

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2021-07
Using Deep Learning to Understand Travel Demands in Different Urban Districts

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 117-128

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2021-07
A Deep Learning Model for Off-Ramp Hourly Traffic Volume Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 350-362

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2021-07
Adaptive Sampling Simulated Annealing for the Synthesis of Disaggregate Mobility Data from Origin–Destination Matrices

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 526-539

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2021-06
Long Short-Term Memory-Based Human-Driven Vehicle Longitudinal Trajectory Prediction in a Connected and Autonomous Vehicle Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 6, pp 380-390

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2021-06
Investigating the Role of Transportation Barriers in Cancer Patients’ Decision Making Regarding the Treatment Process

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 6, pp 175-187

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2021-05
Adaptive Differential Evolution Optimization-Based Noise-Level Measurement for High-Speed Railways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 5, pp 60-74

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2021-05
Performance of Machine Learning Algorithms in Predicting the Pavement International Roughness Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 5, pp 226-237

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2021-04
Multi-Intersection Control with Deep Reinforcement Learning and Ring-and-Barrier Controllers

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 4, pp 308-319

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2021-04
Support Vector Machine for Short-Term Traffic Flow Prediction and Improvement of Its Model Training using Nearest Neighbor Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 4, pp 362-373

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2021-01
Hybrid Approach Combining Modified Gravity Model and Deep Learning for Short-Term Forecasting of Metro Transit Passenger Flows

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 1, pp 25-38

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2021
Evolutionary Training Approaches for Machine Learning Models for Analyzing Classification Imbalanced Crash Datasets

Transportation Research Board 100th Annual Meeting, 19p

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2021
Studying the Dynamic Sight Distance Problem with a Machine Learning Algorithm

Transportation Research Board 100th Annual Meeting, 16p

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2021
A Comparative Approach of Crash Frequency Modelling in Two Lane Rural Roads

Transportation Research Board 100th Annual Meeting, 13p

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2021
A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods

Transportation Research Board 100th Annual Meeting, 21p

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2021
Deep Spatiotemporal  Networks for Shared Parking Supply and its Corresponding Shareable Duration Prediction

Transportation Research Board 100th Annual Meeting, 16p

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2021
Analysis of Shared Parking Choice Behavior Based on Bayesian Network

Transportation Research Board 100th Annual Meeting, 17p

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2021
Modeling Bicyclists’ Speed Using GPS Data

Transportation Research Board 100th Annual Meeting, 19p

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2021
Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam

Transportation Research Board 100th Annual Meeting, 20p

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Showing 401 - 425 of 846 records