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2019-04
Deep Learning System for Travel Speed Predictions on Multiple Arterial Road Segments

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 145-157

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2019-04
Developing Machine Learning Models to Predict Roadway Traffic Noise: An Opportunity to Escape Conventional Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 158-172

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2019-04
Application of Machine Learning to Two Large-Sample Household Travel Surveys: A Characterization of Travel Modes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 173-183

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2019-04
Public Opinion on Dockless Bike Sharing: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 195-204

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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
Detecting Potential Vehicle Concerns Using Natural Language Processing Applied to Automotive Big Data

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 12p

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2019
Prediction of Pedestrian Protection Performance Using Machine Learning

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 10p

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2019
Intention of Manoeuvre and Motion Prediction of Other Road Users: A Hybrid Approach

26th International Technical Conference on the Enhanced Safety of Vehicles (ESV): Technology: Enabling a Safer Tomorrow, 13p

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2019
Application of Ant Colony Algorithm for Optimization of Railway Alignment

Transportation Research Board 98th Annual Meeting, 12p

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2019
A Deep Learning Approach for Lane-Based Short-Term Traffic Volume Prediction at Signalized Intersections

Transportation Research Board 98th Annual Meeting, 6p

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2019
Machine Learning and Daily Activity Patterns

Transportation Research Board 98th Annual Meeting, 21p

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2019
Traffic Queue Monitoring with Mask Region-Based Convolutional Neural Network

Transportation Research Board 98th Annual Meeting, 15p

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2019
Experiences of Supervised Machine Learning to Replicate Driving Behavior Under Traffic Environment

Transportation Research Board 98th Annual Meeting, 8p

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2019
Predicting Airport Runway and Taxiway Pavement Conditions: A Gradient Boosting Approach

Transportation Research Board 98th Annual Meeting, 19p

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2019
Exploring the Relationship between Foot-by-Foot Track Geometry and Rail Defects: a Data-Driven Approach

Transportation Research Board 98th Annual Meeting, 5p

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2019
Feature Engineering for Data-Driven Traffic State Forecast in Urban Road Networks

Transportation Research Board 98th Annual Meeting, 6p

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2019
A Decentralized Network Level Adaptive Signal Control Algorithm By Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2019
A Node-Based Network Sensor Location Model for Path Flow Reconstruction

Transportation Research Board 98th Annual Meeting, 15p

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2019
Data-Driven Prediction System of Dynamic People Flow in Large Urban Network Using Cellular Probe Data

Transportation Research Board 98th Annual Meeting, 25p

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2019
Harnessing the power of natural language processing: Is Twitter data useful for designing policies in a disaster event?

Transportation Research Board 98th Annual Meeting, 9p

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2019
A Spatiotemporal Deep Learning Approach for Citywide Short-Term Crash Risk Prediction with Multi-source Data

Transportation Research Board 98th Annual Meeting, 8p

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2019
A Social Media - Machine Learning Approach to Detect Public Perception of Transportation Systems

Transportation Research Board 98th Annual Meeting, 9p

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2019
A machine learning approach capturing the effects of meteorology, time of day, driving behaviour, and driver experience on trip-level emissions based on real-world drive cycles

Transportation Research Board 98th Annual Meeting, 22p

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2019
Improving Forecasting Performance Using a Committee Approach: A Machine Learning Framework

Transportation Research Board 98th Annual Meeting, 7p

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2019
High-Order Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting

Transportation Research Board 98th Annual Meeting, 6p

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of 36 pages    

Showing 526 - 550 of 886 records