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376. 2021

A Comparative Approach of Crash Frequency Modelling in Two Lane Rural Roads

Transportation Research Board 100th Annual Meeting, 13p

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377. 2021

A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods

Transportation Research Board 100th Annual Meeting, 21p

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378. 2021

Deep Spatiotemporal Networks for Shared Parking Supply and its Corresponding Shareable Duration Prediction

Transportation Research Board 100th Annual Meeting, 16p

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379. 2021

Analysis of Shared Parking Choice Behavior Based on Bayesian Network

Transportation Research Board 100th Annual Meeting, 17p

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380. 2021

Modeling Bicyclists’ Speed Using GPS Data

Transportation Research Board 100th Annual Meeting, 19p

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381. 2021

Limitations of Recursive Logit for Inverse Reinforcement Learning of Bicycle Route Choice Behavior in Amsterdam

Transportation Research Board 100th Annual Meeting, 20p

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382. 2021

Identifying Wrong-Way Driving (WWD) Crashes in Police Reports Using Text Mining Techniques

Transportation Research Board 100th Annual Meeting, 16p

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383. 2021

Crash Injury Severity Prediction and Analysis Based on Comparison of Four Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 17p

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384. 2021

Deep Reinforcement Learning Approach for Improving Freeway Lane Reduction Bottlenecks Throughput Via Variable Speed Limit Control Through Connected Vehicles

Transportation Research Board 100th Annual Meeting, 19p

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385. 2021

A Neural Network Optimal Model for Classification of Unclassified Vehicles in Weigh-in-Motion Traffic Data

Transportation Research Board 100th Annual Meeting, 20p

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386. 2021

A Meta-Learner Ensemble Framework for Real-Time Short-Term Traffic Speed Forecasting

Transportation Research Board 100th Annual Meeting, 17p

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387. 2021

LSTM-Based Human-Driven Vehicle Trajectory Prediction in a Connected and Autonomous Vehicle Environment

Transportation Research Board 100th Annual Meeting, 14p

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388. 2021

Analysis of Bicyclist Communication in a Simulator Environment

Transportation Research Board 100th Annual Meeting, 14p

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389. 2021

Spatiotemporal Short-Term Traffic Speed Prediction Using Machine Learning Techniques with Probe and Weather Data

Transportation Research Board 100th Annual Meeting, 15p

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390. 2021

Modern Public Infrastructure Development Needs and Evaluation

Transportation Research Board 100th Annual Meeting, 9p

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391. 2021

Automated Detection and Quantification of Cracks and Spalls in Concrete Bridge Decks Using Deep Learning

Transportation Research Board 100th Annual Meeting, 18p

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392. 2021

Detecting Transportation Modes Using Smartphone Data and GIS Information: Evaluating Alternative Algorithms for an Integrated Smart-Phone based Travel Diary Imputation

Transportation Research Board 100th Annual Meeting, 16p

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393. 2021

Utilizing Deep Learning Techniques for the Development of a Bus Speed Approximation Model

Transportation Research Board 100th Annual Meeting, 21p

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394. 2021

State-wide Traffic Volume Estimation for Non-freeway Roads Using Probe-vehicle Data and Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 16p

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395. 2021

Planning Level Estimation of Travel Time Reliability for Virginia Interstate Highways

Transportation Research Board 100th Annual Meeting, 17p

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396. 2021

A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention

Transportation Research Board 100th Annual Meeting, 15p

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397. 2021

Deep Learning and UAV Based Solution to Real Time Pavement Condition Assessment

Transportation Research Board 100th Annual Meeting, 17p

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398. 2021

Pilot Study of High Speed Rail Track Monitoring using AI and Machine Learning

Transportation Research Board 100th Annual Meeting, 13p

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399. 2021

Short Term Passenger Flow Forecasting for Sparse OD: A Feature Simplification Based Machine Learning Approach

Transportation Research Board 100th Annual Meeting, 18p

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400. 2021

Addressing Challenges of Modeling Mixed Traffic Through Machine Learning Supported with Vehicular Trajectory Data

Transportation Research Board 100th Annual Meeting, 24p

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