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26. 2024-01

Artificial Intelligence Frontiers in Transportation

TR News, Issue 348, pp 17-21

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27. 2024-01

Safe, Efficient, and Comfortable Reinforcement-Learning-Based Car-Following for AVs with an Analytic Safety Guarantee and Dynamic Target Speed

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 643-661

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28. 2024-01

Asphalt Concrete Mix Design Optimization Using Autoencoder Deep Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 426-438

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29. 2024-01

Analysis of Motorcycle Accident Injury Severity and Performance Comparison of Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 736-748

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30. 2024-01

Line-Specific Energy Modeling Framework for Urban Rail Transit Systems: A Case Study of Boston

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 150-164

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31. 2024-01

Exploring Tree-Based Machine Learning Models to Estimate the Ultimate Pile Capacity From Cone Penetration Test Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 136-149

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32. 2024-01

Real-Time Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 296-308

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33. 2024

Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Transportation Research Record: Journal of the Transportation Research Board

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34. 2024

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

Transportation Research Record: Journal of the Transportation Research Board

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35. 2024

Using Machine Learning to Predict Axial Pile Capacity

Transportation Research Record: Journal of the Transportation Research Board

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36. 2024

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

Transportation Research Record: Journal of the Transportation Research Board

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37. 2024

Predictive Model for Determining Saturation Profiles under Pavements during Flood Events

Transportation Research Record: Journal of the Transportation Research Board

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38. 2024

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

Transportation Research Record: Journal of the Transportation Research Board

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39. 2024

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

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40. 2024

Graph Neural Networks Model to Generate Transportation Test Networks

Transportation Research Record: Journal of the Transportation Research Board

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41. 2024

Using Deep Neural Networks and Big Data to Predict Microscopic Travel Time in Work Zones

Transportation Research Record: Journal of the Transportation Research Board

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42. 2024

Developing Tree-Based Machine Learning Models for Estimating the Pile Setup Parameter for Clay Soils

Transportation Research Record: Journal of the Transportation Research Board

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43. 2024

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

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44. 2024

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

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45. 2024

Multimodal Deep Learning for Estimating Lane-Level Urban Traffic by Fusing Closed-Circuit Television and Dedicated Short-Range Communication Data

Transportation Research Record: Journal of the Transportation Research Board

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46. 2024

Multi-Agent Deep Reinforcement Learning for Multi-Lane Freeways Differential Variable Speed Limit Control in Mixed Traffic Environment

Transportation Research Record: Journal of the Transportation Research Board

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47. 2024

Traffic Flow Prediction Based on Interactive Dynamic Spatio-Temporal Graph Convolution with a Probabilistic Sparse Attention Mechanism

Transportation Research Record: Journal of the Transportation Research Board

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48. 2024

Hybrid Transformer and Spatial-Temporal, Self-Supervised Learning for Long-Term Traffic Prediction

Transportation Research Board 103rd Annual Meeting

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49. 2024

Trajectory Reconstruction Using Reinforcement Learning

Transportation Research Board 103rd Annual Meeting, 24p

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50. 2024

Data-Driven, Semi-Supervised Machine Learning with Surrogate Safety Measures for Abnormal Driving Behavior Detection

Transportation Research Board 103rd Annual Meeting, 20p

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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