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2024-03
Travel Time Reliability Prediction Using Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 531-545

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2024-03
Use of Random Forest to Predict Intermediate Temperature SCB Jc Parameter of Long-Term Aged Asphalt Mixtures

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 177-189

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2024-02
Estimating Path Travel Costs in Large-Scale Networks Using Machine-Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 57-75

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2024-01
Signal Phasing and Timing Prediction Using Connected Vehicle Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 662-673

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2024
Multilevel Discrete Outcome Modeling for Crash Severity: A Novel Approach for Crash Severity Models

Transportation Research Record: Journal of the Transportation Research Board

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2023-12
Frequent Congestion Detection Model Based on Critical Intersection Identification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 12, pp 371-385

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2023-11
Analysis and Prediction of Pothole Formation Rate Using Spatial Density Measurements and Pavement Condition Indicators

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 11, pp 651-664

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2023-09
Large-Scale Network Imputation and Prediction of Traffic Volume Based on Multi-Source Data Collection System

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 9, pp 30-42

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2023-08
Activity Schedule Modeling Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 8, pp 1-23

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2023-08
Effects of Different Training Datasets on Machine Learning Models for Pavement Performance Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 8, pp 196-206

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2023-07
Urban Road Traffic Flow Prediction with Attention-Based Convolutional Bidirectional Long Short-Term Memory Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 449-458

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2023-05
Derailment Analysis for Prediction of Damage and Probability of Release for Novel Railroad Tank Car Designs

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 812-828

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2023-05
Traffic Conflict Prediction at Signal Cycle Level Using Bayesian Optimized Machine Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 183-195

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2023-03
Predicting Traffic Performance During a Wildfire Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 1625-1636

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2023-02
Short-Term Passenger Flow Prediction Using a Bus Network Graph Convolutional Long Short-Term Memory Neural Network Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 1331-1340

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2023-02
Predicting for Traffic Risk Degree: Novel Prediction Method and Samples

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 985-998

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2023-02
Comparison of Vehicle-Based Crash Severity Metrics for Predicting Occupant Injury in Real-World Oblique Crashes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 505-518

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2023-02
Trip Destination Prediction Based on Hidden Markov Model for Multi-Day Global Positioning System Travel Surveys

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 2, pp 577-587

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2023
Predictive Modeling for Highway Pavement Rutting: A Comparative Analysis of Auto-Machine Learning and Structural Equation Models

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
Macro-Level Analysis of Safety Planning and Crash Prediction Models: A Guide

NCHRP Web-Only Document, Issue 348, 31p

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2023
Development and Application of Quantitative Macro-Level Safety Prediction Models

NCHRP Research Report, Issue 1044, 139p

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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
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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2022-08
Extending the I-95 Rule-Based Incident Duration System With an Automated Knowledge Transferability Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 221-235

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Showing 1 - 25 of 878 records