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176. 2024-12

Automatic Detection of Road Subsurface Distress via Curriculum Learning: Learn Like an Expert

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 790-805

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177. 2024-12

Machine Learning-Aided Monte Carlo Simulation and Subset Simulation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 864-886

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178. 2024-11

Open-World Foreign Object Debris Detection Framework Empowered by Generative Adversarial Network and Computer Vision Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2245-2259

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179. 2024-11

Analysis of the Outcome of the Driving Test for Learner Drivers Based on an Interpretable Machine Learning Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1917-1934

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180. 2024-11

Application of the Machine Learning Method to Determine Spring Load Limits and Winter Weight Premium

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1935-1948

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181. 2024-11

Acceleration of Superpave Mix Design: Solving Multi-Objective Optimization Problems Using Machine Learning and the Non-Dominated Sorting Genetic Algorithm-II

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1863-1886

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182. 2024-11

Roughness Prediction of Jointed Plain Concrete Pavement Using Physics Informed Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1733-1746

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183. 2024-11

Deep-Learning-Based Microscopic Approach for Road Traffic Congestion Classification in Highway and Urban Roads Under Adverse Conditions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1777-1795

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184. 2024-11

Training Vehicle Detection and Classification Models with Less Data: An Active Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2146-2164

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185. 2024-11

Transfer Learning for Transportation Demand Resilience Pattern Prediction Using Floating Car Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1622-1638

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186. 2024-11

Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 216-224

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187. 2024-11

Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2092-2109

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188. 2024-11

Deep Learning Model for Short-Term Origin–Destination Distribution Prediction in Urban Rail Transit Network Considering Destination Choice Behavior

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1204-1218

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189. 2024-11

Interpretable Machine Learning for Mode Choice Modeling on Tracking-Based Revealed Preference Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2075-2091

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190. 2024-11

Field Validation of Deep-Learning-Based Ground Penetrating Radar Image Analysis for Advancing Subsurface Distress Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 489-500

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191. 2024-11

Utilizing Machine Learning for Cone Penetration Test-Based Soil Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1639-1648

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192. 2024-11

Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 416-430

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193. 2024-11

Hybrid Transfer Learning and Support Vector Machine Models for Asphalt Pavement Distress Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 106-121

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194. 2024-11

Using Machine Learning to Predict Axial Pile Capacity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2224-2244

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195. 2024-11

Effectiveness of Data Imbalance Treatment in Weather-Related Crash Severity Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 88-105

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196. 2024-10

Predictive Model for Determining Saturation Profiles under Pavements during Flood Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 1523-1535

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197. 2024-10

Deep Learning for Exploring the Relationship Between Geotechnical Properties and Electrical Resistivities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 659-672

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198. 2024-10

Data-Driven Approach to State of Good Repair: Predicting Rolling Stock Service Life with Machine Learning for State of Good Repair Backlog Reduction and Long-Range Replacement Cost Estimation in Small Urban and Rural Transit Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 771-781

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199. 2024-09

Evaluating the Effectiveness and Transferability of a Data-Driven Two-Region Perimeter Control Method Using Microsimulation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 435-451

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200. 2024-09

Fusion-GRU: A Deep Learning Model for Future Bounding Box Prediction of Traffic Agents in Risky Driving Videos

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 699-709

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