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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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2019-03
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
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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2018
Pedestrian Crashes in Tennessee: A Data Mining Approach

Transportation Research Board 97th Annual Meeting, 14p

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2017
Decision Tree for Postflooding Roadway Operations

Transportation Research Record: Journal of the Transportation Research Board, Issue 2604, pp 120-130

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2017
Modeling the Discretionary Lane-changing Decision Behavior on Freeways Using Random Forest Theory

Transportation Research Board 96th Annual Meeting, 19p

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2017
Short-Term Freeway Traffic Prediction Using Gradient Boosting Regression Trees

Transportation Research Board 96th Annual Meeting, 15p

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2017
A Probit-Decision Tree Approach to Analyze Effects of Adverse Weather Conditions on Work Zone Crash Severity Using Second Strategic Highway Research Program Roadway Information Dataset

Transportation Research Board 96th Annual Meeting, 18p

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2017
Design and Analysis of Traffic Incident Detection Based on ADTree

Transportation Research Board 96th Annual Meeting, 20p

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2017
Developing Condition-Based Triggers for Bridge Deck Maintenance and Rehabilitation Treatments

Transportation Research Board 96th Annual Meeting, 17p

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2017
Characterization of Steel Bridge Superstructure Deterioration through Data Mining Techniques

Transportation Research Board 96th Annual Meeting, 15p

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2017
Supplier Evaluation Problem, a Decision Tree and an Ordered Probit Analysis on a Freight Establishment Survey

Transportation Research Board 96th Annual Meeting, 17p

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Showing 26 - 50 of 130 records