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2019
Predicting Occupancy of Parking Spaces in Transportation Networks: A Deep Learning Approach with Multi-Source Spatio-Temporal Data

Transportation Research Board 98th Annual Meeting, 6p

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2019
Modeling Drivers’ Reaction When Being Tailgated: A Random Forests Method

Transportation Research Board 98th Annual Meeting, 6p

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2019
The Effect of the Built Environment on Parking Experiences: Evidence from Sentiment Analysis of Yelp Reviews

Transportation Research Board 98th Annual Meeting, 10p

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2019
Toward Agent-based Microsimulation of Cyclist Following Behavior: Estimation of Reward Function Parameters Using Inverse Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 7p

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2019
A Comparison of Statistical and Machine Learning Algorithms for Predicting Rents in the San Francisco Bay Area

Transportation Research Board 98th Annual Meeting, 15p

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2019
Prediction of Transfer Probability of Traffic Flow for Shared Bikes based on Hybrid Optimization and Deep Learning Algorithms

Transportation Research Board 98th Annual Meeting, 7p

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2019
Predictive Speed Harmonization in a Connected Environment: A Machine Learning Approach

Transportation Research Board 98th Annual Meeting, 7p

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2019
A generalized Product of Experts model for non-linear utility specifications in travel behaviour models

Transportation Research Board 98th Annual Meeting, 7p

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2019
A Reinforcement Learning Framework for Freight Demand Forecasting to Support Operational Planning Decisions

Transportation Research Board 98th Annual Meeting, 9p

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2019
Sequence to Sequence Learning with Attention Mechanism for Short-term Passenger Flow Prediction in Large-scale Metro System

Transportation Research Board 98th Annual Meeting, 10p

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2019
Travel Mode Detection using Smartphone GPS Data: a Comparison between Random Forest and Wide-and-Deep Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
Impacts of Land-Use Related Geo-Information on Metro Use

Transportation Research Board 98th Annual Meeting, 14p

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2019
Machine Learning Based Short-Term Wait Time Prediction Model for US-Mexico Border Crossing

Transportation Research Board 98th Annual Meeting, 6p

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2019
Multi-view crowd congestion map generation based on ensemble learning

Transportation Research Board 98th Annual Meeting, 18p

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2019
A Two-Stage Model for Real-time Taxi Demand Prediction Using Data from the Web

Transportation Research Board 98th Annual Meeting, 16p

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2019
Predicting Real-Time Traffic Conflicts Using Deep Learning

Transportation Research Board 98th Annual Meeting, 7p

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2019
Applying Deep Learning and High-Resolution Data to Predict Crashes for Transportation Safety Planning

Transportation Research Board 98th Annual Meeting, 6p

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2019
Cell-Speed Prediction Neural Network (CPNN): A Deep Learning Approach for Trip-Based Speed Prediction

Transportation Research Board 98th Annual Meeting, 6p

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2019
Real-Time Prediction of Inter-Region Traffic Flow Using Urban Vehicle Trajectory Data: A Deep Learning Approach

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Deep Learning Approach for the Traffic Assignment Problem

Transportation Research Board 98th Annual Meeting, 6p

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2019
A Deep Transfer Learning Approach for Classification of Truck Body Types Based on Side-Fire Lidar Data

Transportation Research Board 98th Annual Meeting, 7p

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2019
Automated Driving Maneuvers Under Interactive Environment Based on Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Machine Learning Decision Support Tool for Travel Demand Modeling

Transportation Research Board 98th Annual Meeting, 8p

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2019
Developing Machine Learning Models to Predict Incident Duration

Transportation Research Board 98th Annual Meeting, 8p

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2019
Evaluation of Interstate Work Zone Mobility using Probe Vehicle Data and Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board

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of 36 pages    

Showing 551 - 575 of 886 records