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2019
Hotspot Identification of Urban Arterials at the Meso Level

Transportation Research Board 98th Annual Meeting, 9p

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2019
Sequence to Sequence Learning with Attention Mechanism for Short-term Passenger Flow Prediction in Large-scale Metro System

Transportation Research Board 98th Annual Meeting, 10p

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2019
A neighborhood-based collaborative filtering algorithm for secondary activity location choice prediction using smart card data

Transportation Research Board 98th Annual Meeting, 6p

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2019
Effect of Inherent Variation and Spatiotemporal Dependency in Predicting Travel Speed in Urban Networks

Transportation Research Board 98th Annual Meeting, 5p

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2019
Predicting Link Travel Speed in Urban Road Networks Using Variational Mode Decomposition

Transportation Research Board 98th Annual Meeting, 6p

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2019
Machine Learning Based Short-Term Wait Time Prediction Model for US-Mexico Border Crossing

Transportation Research Board 98th Annual Meeting, 6p

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2019
Time Series Classification Using Imbalanced Learning for Real-Time Safety Assessment

Transportation Research Board 98th Annual Meeting, 15p

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2019
Active School Travel: How Important Is Taste Heterogeneity?

Transportation Research Board 98th Annual Meeting, 15p

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2019
A weighted k-NN based approach for corridor level travel-time prediction

Transportation Research Board 98th Annual Meeting, 6p

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2019
Short-Term Prediction of Operational and Safety Impacts of Lane Changes in Oscillations with Empirical Vehicle Trajectories

Transportation Research Board 98th Annual Meeting, 9p

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2019
Predicting Real-Time Traffic Conflicts Using Deep Learning

Transportation Research Board 98th Annual Meeting, 7p

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2019
Road Surface Condition Prediction using Long Short-Term Memory Neural Network based on Historical Data

Transportation Research Board 98th Annual Meeting, 6p

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2019
Cell-Speed Prediction Neural Network (CPNN): A Deep Learning Approach for Trip-Based Speed Prediction

Transportation Research Board 98th Annual Meeting, 6p

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2019
Real-Time Prediction of Inter-Region Traffic Flow Using Urban Vehicle Trajectory Data: A Deep Learning Approach

Transportation Research Board 98th Annual Meeting, 5p

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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
Statistical Properties and Prediction Models of Regional Highway Traffic Distribution

Transportation Research Board 98th Annual Meeting, 17p

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2019
Disaggregated Prediction of Adoption Rate of Autonomous Trucks by Freight Organizations

Transportation Research Board 98th Annual Meeting, 7p

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2019
Data Driven Rut Prediction Methodology for Airfield Flexible Pavements – Utilizing Full-Scale Accelerated Pavement Testing Data and General Linear Models

Transportation Research Board 98th Annual Meeting, 6p

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2019
Simplified Method for Laterally Loaded Short Piles in Cohesionless Soil

Transportation Research Record: Journal of the Transportation Research Board

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2018-12
Development of a Structural Capacity Prediction Model Based on Traffic Speed Deflectometer Measurements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 40, pp 315-325

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2018-12
Use of an Artificial Neural Network Approach for the Prediction of Resilient Modulus for Unbound Granular Material

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 52, pp 23-33

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2018-12
Enhancing the Prediction Performance of Real-Time Crash Prediction Models: A Cell Transmission-Dynamic Bayesian Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 38, pp 58-68

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2018-12
Comprehensive Assessment of Temporal Treatments in Crash Prediction Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 38, pp 93-104

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2018-12
Method for Quick Prediction of Hydraulic Conductivity and Soil-Water Retention of Unsaturated Soils

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 52, pp 108-117

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2018-12
Using Deep Learning in Severity Analysis of At-Fault Motorcycle Rider Crashes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 34, pp 122-134

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