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2018-12
Developing Machine-Learning Models to Predict Airfield Pavement Responses

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 29, pp 23-34

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2018-12
Vehicle Reidentification in a Connected Vehicle Environment using Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 160-172

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2018-12
Exploration of the Evolution of Airport Ground Delay Programs

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 23, pp 71-81

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2018-12
A Spatial–Temporal Multitask Collaborative Learning Model for Multistep Traffic Flow Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 1-13

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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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2018-12
Travel Behavior Classification: An Approach with Social Network and Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 47, pp 68-80

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2018-12
Network Scale Travel Time Prediction using Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 45, pp 115-123

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2018-12
Use of Deep Learning to Predict Daily Usage of Bike Sharing Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 36, pp 92-102

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2018
Building Intelligence in Automated Traffic Signal Performance Measures with Advanced Data Analytics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 18, pp 154-166

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2018
Predicting Delay Occurrence at Freight Rail Sidings

Transportation Research Board 97th Annual Meeting, 17p

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2018
Decision-Making of Railway Maximum Design Gradient in Mountains Terrain Using Deep Learning Algorithms

Transportation Research Board 97th Annual Meeting, 4p

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2018
Exploring Satisfaction with Arterial BRT in the Twin Cities: a Machine Learning Approach

Transportation Research Board 97th Annual Meeting, 4p

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2018
Crash Propensity Prediction Based on Floating Car Data: A Comparison Between the Binary Logistic Regression Model and the Support Vector Machine Model

Transportation Research Board 97th Annual Meeting, 15p

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2018
Forecasting the Travel Demand of the Station-Free Sharing Bike Using a Deep Learning Approach

Transportation Research Board 97th Annual Meeting, 6p

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2018
Accident Risk Prediction Based on Driving Behavior Feature Learning Using Cart and XGBoost

Transportation Research Board 97th Annual Meeting, 15p

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2018
Network Scale Ubiquitous Volume Estimation Using Tree-Based Ensemble Learning Methods

Transportation Research Board 97th Annual Meeting, 8p

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2018
Matching Open Data with Smartphone Travel Survey Data to Explore Public Transport Users’ Satisfaction

Transportation Research Board 97th Annual Meeting, 21p

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2018
Modeling Activity Scheduling Behavior of Travelers for Activity-Based Travel Demand Models

Transportation Research Board 97th Annual Meeting, 5p

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2018
Scale Analysis of a Wetland Classification Model Based on Lidar Data and Machine Learning Methodology

Transportation Research Board 97th Annual Meeting, 16p

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2018
Advanced Machine Learning Tools for Identifying the Factors Contributing to Crash and Near-Crash Events: Naturalistic Driving Study Data

Transportation Research Board 97th Annual Meeting, 18p

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2018
Detecting Traffic Accidents from Social Media Data with Deep Learning

Transportation Research Board 97th Annual Meeting, 4p

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2018
Combining GPS Data Collection with Assisted Machine Learning to Enhance Freight Vehicle and Driver Surveys: Methodology and Demonstration

Transportation Research Board 97th Annual Meeting, 21p

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2018
Reinforcement Learning Based Velocity Control for Autonomous Driving with Multi-Objectives: Safety, Efficiency, and Comfort

Transportation Research Board 97th Annual Meeting, 7p

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2018
A Smart-phone Based Parking Guidance System with Predictive Parking Availability Information

Transportation Research Board 97th Annual Meeting, 15p

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2018
An Improved Inductive Loop Detector Design for Efficient Traffic Signal Operations and Leaner Space Requirements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 18, pp 143-153

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of 28 pages    

Showing 526 - 550 of 677 records