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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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2019-08
Developing an Aerial-Image-Based Approach for Creating Digital Sidewalk Inventories

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 499-507

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2019-08
Propagation Index on Airport Delays

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 8, pp 536-543

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2019-07
Development and Evaluation of Recurrent Neural Network-Based Models for Hourly Traffic Volume and Annual Average Daily Traffic Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 489-503

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2019-07
Automatic Detection of Major Freeway Congestion Events using Wireless Traffic Sensor Data: Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 7, pp 436-442

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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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2019-06
Driver Back-Tracing Based on Automated Vehicle Identification Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 6, pp 84-93

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2019-05
Individual Truck Speed Estimation from Advanced Single Inductive Loops

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 5, pp 272-284

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2019-04
Real-Time Crash Risk Prediction using Long Short-Term Memory Recurrent Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 314-326

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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
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
Traffic Queue Monitoring with Mask Region-Based Convolutional Neural Network

Transportation Research Board 98th Annual Meeting, 15p

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2019
Development of a Top-Down Cracking Rapid Analysis Tool for Rigid Airfield Pavement Systems

Transportation Research Board 98th Annual Meeting, 9p

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2019
A Hybrid Neural Network Based Car-Following Model With Variable Reaction Delay

Transportation Research Board 98th Annual Meeting, 7p

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2019
Calibrated Mechanics-Based Models for Top-Down Cracking of Asphalt Pavements

Transportation Research Board 98th Annual Meeting, 7p

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2019
Prediction of Airfield Pavement Responses from Surface Deflections: Comparison Between Soft Computing Model and Traditional Backcalculation Approach

Transportation Research Board 98th Annual Meeting, 4p

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2019
Performance Prediction of Interstate Flexible Pavement Across the Midwestern United States: Random-Parameter Regression vs Artificial Neural Network

Transportation Research Board 98th Annual Meeting, 7p

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2019
Assessment of Concrete Pavement Support Conditions Using Distributed Optical Sensing Fiber and a Neural Network

Transportation Research Board 98th Annual Meeting, 17p

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2019
Predicting Real-Time Crash Risk on Urban Expressways Using Recurrent Neural Network

Transportation Research Board 98th Annual Meeting, 9p

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2019
Travel Time Reliability Analysis using Microsimulation

Transportation Research Board 98th Annual Meeting, 13p

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2019
Evaluating Electric Vehicle User Mobility Data using Neural Network based Language Models

Transportation Research Board 98th Annual Meeting, 23p

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2019
Real-time Signal Queue Length Prediction Using Long Short-Term Memory Neural Network

Transportation Research Board 98th Annual Meeting, 6p

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of 28 pages    

Showing 226 - 250 of 694 records