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2023
Spatio-Temporal Graph Neural Network for Traffic Prediction Based on Adaptive Neighborhood Selection

Transportation Research Record: Journal of the Transportation Research Board

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2023
Predicting University Campus Parking Demand Using Machine Learning Models

Transportation Research Record: Journal of the Transportation Research Board

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2023
Prediction of Car-Following Behavior of Autonomous Vehicle and Human-Driven Vehicle Based on Drivers’ Memory and Cooperation With Lead Vehicle

Transportation Research Record: Journal of the Transportation Research Board

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2023
Urban-Road Average-Speed Prediction Method Based on Graph Convolutional Networks

Transportation Research Record: Journal of the Transportation Research Board

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2023
Considering the Spatial Structure of the Road Network in Pavement Deterioration Modeling

Transportation Research Record: Journal of the Transportation Research Board

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2023
Winter Road Surface Condition Recognition Using Semantic Segmentation and the Generative Adversarial Network: A Case Study of Iowa, U.S.A.

Transportation Research Record: Journal of the Transportation Research Board

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2023
Modeling Dust Generation on Low-Volume Roads Based on Vehicle Speed and Surface Fines Content

Transportation Research Record: Journal of the Transportation Research Board

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2023
Sequential Neural Network Model with Spatial-Temporal Attention Mechanism for Robust Lane Detection Using Multi-Continuous Image Frames

Transportation Research Board 102nd Annual Meeting, 27p

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2022-12
Fusion of Lidar and Aerial Imagery to Map Wetlands and Channels via Deep Convolutional Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 374-381

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2022-12
Deep Learning Model for Crash Injury Severity Analysis Using Shapley Additive Explanation Values

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 242-254

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2022-12
Missing Pavement Performance Data Imputation Using Graph Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 12, pp 409-419

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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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2022-11
Work Zone Crash Occurrence Prediction Based on Planning Stage Work Zone Configurations Using an Artificial Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 11, pp 377-384

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2022-11
Convolutional Neural Network with Attention Module for Identification of Tunnel Seepage

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 11, pp 112-123

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2022-10
Development of a Highly Transferable Urban Winter Road Surface Classification Model: A Deep Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 10, pp 445-459

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2022-09
Drivers’ Visual Distraction Detection Using Facial Landmarks and Head Pose

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 9, pp 491-501

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2022-09
Naïve Bayes-Based Transition Model for Short-Term Metro Passenger Flow Prediction under Planned Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 9, pp 309-324

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2022-08
Long-Term Traffic Forecast Using Neural Network and Seasonal Autoregressive Integrated Moving Average: Case of a Container Port

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 236-252

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2022-08
Deep-Learning Spatiotemporal Prediction Framework for Particulate Matter under Dynamic Monitoring

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 56-73

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2022-06
Toward Explainable Artificial Intelligence for Early Anticipation of Traffic Accidents

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 743-755

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2022-05
Vehicle Detection and Tracking for 511 Traffic Cameras With U-Shaped Dual Attention Inception Neural Networks and Spatial-Temporal Map

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 5, pp 613-629

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2022-04
Developing New Empirical Formulae for the Resilient Modulus of Fine-Grained Subgrade Soils Using a Large Long-Term Pavement Performance Dataset and Artificial Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 4, pp 58-75

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2022-03
Deep Ensemble Neural Network Approach for Federal Highway Administration Axle-Based Vehicle Classification Using Advanced Single Inductive Loops

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 3, pp 1-16

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2022-03
Data-Driven Railway Crosstie Support Condition Prediction Using Deep Residual Neural Network: Algorithm and Application

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 3, pp 160-171

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2022-02
Relative Contribution of Process Control Parameters on the Raveling Resistance of Microsurfacing Mix

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 743-753

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Showing 51 - 75 of 626 records