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2024-03
Decision Tree Analysis for Developing Weigh-in-Motion Spectra in the Californian Pavement Management System (PaveM)

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 546-559

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2024-01
Modeling Pedestrian Injury Severity: A Case Study of Using Extreme Gradient Boosting Vs Random Forest in Feature Selection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 1-11

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2024
Feature Engineering and Decision Trees for Predicting High Crash-Risk Locations Using Roadway Indicators

Transportation Research Record: Journal of the Transportation Research Board

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2023-06
LiDAR Perception and Evaluation Method for Road Traffic Marking Retroreflection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 6, pp 258-279

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2023-03
Using Machine Learning Methods for Modeling Freight Train Derailment Severity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 961-973

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2022-08
Causes and Effects of Autonomous Vehicle Field Test Crashes and Disengagements Using Exploratory Factor Analysis, Binary Logistic Regression, and Decision Trees

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 571-586

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2022-05
Data-Driven Food Desert Metric to Understand Access to Grocery Stores Using Chi-Square Automatic Interaction Detector Decision Tree Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 5, pp 571-589

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2022-04
Developing Guidelines for Implementing Transit Signal Priority and Freight Signal Priority Using Simulation Modeling and a Decision Tree Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 4, pp 133-144

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2022
Attracting, Retaining, and Developing the 2030 Transportation Workforce: Design, Construction, and Maintenance

NCHRP Research Report, Issue 1008, 289p

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2022
Impact Duration Model of Unplanned Disruptions in Urban Rail Systems

Transportation Research Board 101st Annual Meeting, 20p

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2021-12
Effectiveness of Training Sample and Features for Random Forest on Road Extraction from Unmanned Aerial Vehicle-Based Point Cloud

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 12, pp 401-418

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2021-12
Analysis of Fatal Truck-Involved Work Zone Crashes in Florida: Application of Tree-Based Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 12, pp 1272-1290

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2021-11
Extracting Rules from Autonomous-Vehicle-Involved Crashes by Applying Decision Tree and Association Rule Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 11, pp 522-533

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2021-07
Random Forest Model for Trip End Identification Using Cellular Phone and Points of Interest Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 454-466

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2021-07
Alignment and Identification of the Relationships between Key Performance Indicators in a Multilevel Tree Structure to Support Transportation Agency Decisions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 555-567

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2021-01
Decision Trees for Selecting Asphalt Pavement Crack Sealing Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 1, pp 172-183

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2021-01
Comparing Methods for Generating a Two-Layered Synthetic Population

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 1, pp 136-147

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2021
Evaluating and Implementing Airport Privatization and Public-Private Partnerships

ACRP Research Report, Issue 227, 193p

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2021
Prediction of Non-Motorized Vehicle’s Overtaking Trajectory on Shared Bicycle Lane

Transportation Research Board 100th Annual Meeting, 19p

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2021
Crash Injury Severity Prediction and Analysis Based on Comparison of Four Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 17p

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2021
Can we infer dementia from driving behaviors?

Transportation Research Board 100th Annual Meeting, 17p

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2020-09
Predicting Compliance with Speed Limits using Speed Limit Credibility Perception and Risk Perception Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 9, pp 450-461

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2020-09
Application of Dynamic Adaptive Planning and Risk-Adjusted Decision Trees to Capture the Value of Flexibility in Resilience and Transportation Planning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 9, pp 298-310

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2020-06
Combining Machine Learning and Fuzzy Rule-Based System in Automating Signal Timing Experts’ Decisions during Non-Recurrent Congestion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 6, pp 163-176

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2019-09
Correlating Visual–Windshield Inspection Pavement Condition to Distresses from Automated Surveys Using Classification Trees

Transportation Research Circular, Issue E-C248, pp 589-593

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