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2025
Lane-Change Intention Recognition in Roundabouts Based on Explainable Deep Learning

Transportation Research Record: Journal of the Transportation Research Board

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2019-08
Comparing Machine Learning and Deep Learning Methods for Real-Time Crash Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 169-178

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2019-07
Traffic Prediction using Time-Space Diagram: A Convolutional Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 425-435

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2019-04
Estimating Traffic Volume on Minor Roads at Rural Stop-Controlled Intersections using Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 108-116

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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
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
A Deep Learning Approach for the Traffic Assignment Problem

Transportation Research Board 98th Annual Meeting, 6p

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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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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
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
Detecting Traffic Accidents from Social Media Data with Deep Learning

Transportation Research Board 97th Annual Meeting, 4p

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2018
Traffic Conflict Detection of Vehicle and Non-motorized Vehicle at Intersection Based on Deep Learning

Transportation Research Board 97th Annual Meeting, 16p

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2018
The Use of Convolutional Neural Networks for Traffic Incident Detection at a Network Level

Transportation Research Board 97th Annual Meeting, 14p

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2018
Multiple Spatio-temporal Scales Traffic Forecasting Based on Deep Learning Approach

Transportation Research Board 97th Annual Meeting, 18p

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2018
Forecasting subway demand in large-scale networks: a deep learning approach

Transportation Research Board 97th Annual Meeting, 7p

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2018
Winter Road Surface Condition Recognition Using a Pre-trained Deep Convolutional Neural Network

Transportation Research Board 97th Annual Meeting, 17p

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2018
An Improved Deep Belief Network Model for Road Safety Analyses

Transportation Research Board 97th Annual Meeting, 17p

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Showing 51 - 69 of 69 records