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2020-10
Automated Segmentation and Morphological Analyses of Stockpile Aggregate Images using Deep Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 285-298

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2020-10
Arc Detection and Recognition in the Pantograph-Catenary System Based on Multi-Information Fusion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 229-240

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2020-10
As-Encountered Prediction of Tunnel Boring Machine Performance Parameters using Recurrent Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 241-249

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2020-10
Cooperative Highway Work Zone Merge Control Based on Reinforcement Learning in a Connected and Automated Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 363-374

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2020-09
Graph-Partitioning-Based Diffusion Convolutional Recurrent Neural Network for Large-Scale Traffic Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 9, pp 473-488

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2020-09
Modified Stackelberg Games Approach for Dynamic Signal Control and Route Choice Equilibrium on Mixed Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 9, pp 51-65

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2020-09
Machine Learning Approach to Forecast Work Zone Mobility using Probe Vehicle Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 9, pp 157-167

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2020-08
Bidirectional Spatial–Temporal Network for Traffic Prediction with Multisource Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 78-89

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2020-08
Deep Reinforcement Learning Agent with Varying Actions Strategy for Solving the Eco-Approach and Departure Problem at Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 119-131

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2020-08
Automated Safety Diagnosis Based on Unmanned Aerial Vehicle Video and Deep Learning Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 350-359

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2020-08
Application of Deep Learning for Characterization of Drivers’ Engagement in Secondary Tasks in In-Vehicle Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 429-440

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2020-08
Artificial Neural Network Models for Performance Design of Asphalt Pavements Reinforced with Geosynthetics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 319-326

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2020-08
Dynamic Origin–Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 8, pp 491-503

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2020-06
Deep Learning Approach for Predictive Analytics to Support Diversion during Freeway Incidents

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 6, pp 480-492

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2020-04
Exploring Artificial Neural Network to Evaluate the Undrained Shear Strength of Soil from Cone Penetration Test Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 4, pp 11-22

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2020-04
Prediction of Pedestrian Crossing Intentions at Intersections Based on Long Short-Term Memory Recurrent Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 4, pp 57-65

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2020-04
Two-Stream Multi-Channel Convolutional Neural Network for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 4, pp 459-470

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2020-02
Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 2, pp 328-339

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2020
Estimating Hourly Traffic Volumes using Artificial Neural Network with Additional Inputs from Automatic Traffic Recorders

Transportation Research Record: Journal of the Transportation Research Board

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2019-12
Vision-Based Navigation of Autonomous Vehicles in Roadway Environments with Unexpected Hazards

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 12, pp 494-507

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2019-11
Optimizing Expert-Based Decision-Making of Pavement Maintenance using Artificial Neural Networks with Pattern-Recognition Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 11, pp 90-100

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2019-10
Artificial Neural Networks for Predicting the Response of Unbonded Concrete Overlays in a Faulting Prediction Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 10, pp 762-769

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2019-10
Neural Network-Based Metaheuristic Parameterization with Application to the Vehicle Matching Problem in Ride-Hailing Services

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 10, pp 311-320

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2019-09
Comparative Study of Predictive Analysis Methods to Estimate Bridge Response

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 9, pp 365-376

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2019-08
Disaggregate Short-Term Location Prediction Based on Recurrent Neural Network and an Agent-Based Platform

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 657-668

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Showing 201 - 225 of 686 records