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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
An Agent-Based Model of Vertical Tsunami Evacuation Behavior and Shelter Locations: A Multi-Criteria Decision-Making Problem

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
An Agent-Based Simulation Model for Parking Variable Message Sign Location Problem

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 19, pp 135-144

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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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2018
Deep Learning for Real-Time Crash Prediction on Urban Expressways

Transportation Research Board 97th Annual Meeting, 8p

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2018
Evaluating the Generalization of Actor–Critic Traffic Signal Control

Transportation Research Board 97th Annual Meeting, 7p

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2018
Monitoring the Road Surface Temperature by Evaluating the Climatological and Ambient Temperature Data Collected from Probe Vehicles Using Machine Learning Technique

Transportation Research Board 97th Annual Meeting, 11p

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2018
For Better or for Worse: The Impact of Corporate Average Fuel Economy (CAFE) Standards on Electric Vehicle Market

Transportation Research Board 97th Annual Meeting, 9p

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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
Adaptive Queue Prediction Algorithm for an Edge-Centric Cyber–Physical System Platform in a Connected Vehicle Environment

Transportation Research Board 97th Annual Meeting, 7p

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2018
Integrated Incident Decision-Support using Traffic Simulation and Data-Driven Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 42, pp 247-256

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2018
A Deep Ensemble Learning Method for Short-Term Travel Time Prediction

Transportation Research Board 97th Annual Meeting, 9p

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2018
Predicting the Number of Uber Pickups by Deep Learning

Transportation Research Board 97th Annual Meeting, 12p

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2018
A Deep-Reinforcement Learning Algorithm for Eco-Driving Control at Signalized Intersections with Prioritized Experience Replay, Target Network, and Double Learning

Transportation Research Board 97th Annual Meeting, 2p

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of 37 pages    

Showing 626 - 650 of 910 records