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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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2020-08
Monte Carlo Tree Search-Based Mixed Traffic Flow Control Algorithm for Arterial Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 167-178

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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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2019-09
Prediction and Factor Identification for Crash Severity: Comparison of Discrete Choice and Tree-Based Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 9, pp 640-653

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2019-04
Use of Aerial LiDAR in Measuring Streetscape and Street Trees

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 125-135

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2019-03
Decision Tree Approach to Predicting Vehicle Stopping from GPS Tracks in a National Park Scenic Corridor

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 3, pp 86-96

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2019
A Two-Stage Stochastic Programming Approach for the Electric Vehicle Public Charging Station Location Problem Under Uncertain Dynamic Household Activity-Travel Demand

Transportation Research Board 98th Annual Meeting, 19p

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2018-12
A Cost-Effective and Objective Full-Depth Patching Identification Method using 3D Sensing Technology with Automated Crack Detection and Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 40, pp 50-58

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2018-12
Supplier Evaluation Model in Freight Activity Microsimulation Estimator

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 9, pp 70-80

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2018-12
Parametric Ordinal Logistic Regression and Non-Parametric Decision Tree Approaches for Assessing the Impact of Weather Conditions on Driver Speed Selection Using Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 12, pp 137-147

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2018-12
Evaluation of the Gradient Boosting of Regression Trees Method on Estimating Car-Following Behavior

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 136-146

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2018
A Comparative Analysis of Tree-Based Ensemble Methods for Detecting Imminent Lane Change Maneuvers in Connected Vehicle Environments

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 42, pp 268-279

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2018
Influence of Avenue Trees on Traffic Pollutant Dispersion in Asymmetric Street Canyons: Numerical Modeling with Empirical Analysis

Transportation Research Board 97th Annual Meeting, 14p

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2018
Main Factors Related to Immobility Among Elderly People

Transportation Research Board 97th Annual Meeting, 19p

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2018
A Tree-Based Heuristic for Equitable Food Relief Operations

Transportation Research Board 97th Annual Meeting, 18p

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2018
Estimation of Axle Load Distribution for LTPP Sections Using Traffic and Geographic Data

Transportation Research Board 97th Annual Meeting, 17p

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2018
Travel Mode Detection from Smartphone Data: Semi-supervised vs. Supervised Learning

Transportation Research Board 97th Annual Meeting, 16p

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2018
Proactive Traffic Management Strategy for Mitigating Non-Recurrent Congestion in an Urban Sub-Network

Transportation Research Board 97th Annual Meeting, 15p

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2018
Bi-National Delay Pattern Analysis for Commercial and Passenger Vehicles at Niagara Frontier Border

Transportation Research Board 97th Annual Meeting, 18p

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2018
A Bi-Level Methodology for Identification of Types of Secondary Tasks from Observed Driving Behavior Data: Application of Ensemble Tree Machine Learning Algorithms on SHRP 2 NDS Data

Transportation Research Board 97th Annual Meeting, 5p

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2018
Land Value Impacts of Transit Investment: a Metadata Analysis Combining Decision Tree Learning and Regression

Transportation Research Board 97th Annual Meeting, 18p

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Showing 26 - 50 of 285 records