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2019-05
Predicting Near-Term Train Schedule Performance and Delay Using Bi-Level Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 5, pp 564-573

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2019-04
Application of Machine Learning to Two Large-Sample Household Travel Surveys: A Characterization of Travel Modes

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 173-183

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2019-04
Characterizing the Importance of Criminal Factors Affecting Bus Ridership using Random Forest Ensemble Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2673, Issue 4, pp 864-876

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2019
Contributing Factors for Focus Crash Types and Facility Types

Transportation Research Board 98th Annual Meeting, 21p

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2019
Modeling Drivers’ Reaction When Being Tailgated: A Random Forests Method

Transportation Research Board 98th Annual Meeting, 6p

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2019
Station-Level Demand Forecasting in a Public Bicycle Sharing System Using Station Activity Based on Random Forest

Transportation Research Board 98th Annual Meeting, 4p

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2018-12
Learning Daily Activity Sequences of Population Groups using Random Forest Theory

Transportation Research Record: Journal of the Transportation Research Board, Volume 2672, Issue 47, pp 194-207

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2018
Trip Purpose Imputation Based on Long Term GPS Data

Transportation Research Board 97th Annual Meeting, 6p

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2018
Travel Mode Detection from Smartphone Data: Semi-supervised vs. Supervised Learning

Transportation Research Board 97th Annual Meeting, 16p

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2017
Random Forest-Hidden Markov Transportation Mode Recognition Model Using Smartphone Sensor Data

Transportation Research Board 96th Annual Meeting, 10p

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2017
Functional Analysis of Public Transport Network in Trip Mode Detection from Personal Smartphone Trajectory Data

Transportation Research Board 96th Annual Meeting

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2016
A Data-Driven Approach for Automated Operational Safety Evaluation of the National Inventory of Reinforced Concrete Slab Bridges

Transportation Research Board 95th Annual Meeting, 15p

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2016
Data-Driven Method for Predicting Future Evacuation Zones in the Context of Climate Change

Transportation Research Board 95th Annual Meeting, 16p

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2015
Automated Transportation Mode Detection Using Smart Phone Applications via Machine Learning: Case Study Mega City of Tehran

Transportation Research Board 94th Annual Meeting, 15p

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2015
A Novel System of Disaggregate Models for Travel Demand Modelling, Using Decision Tree and Random Forest Concepts

Transportation Research Board 94th Annual Meeting, 17p

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2014
Trip Purpose Identification from GPS Tracks

Transportation Research Record: Journal of the Transportation Research Board, Issue 2405, pp 16–23

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2011
Understanding Crash Mechanisms and Selecting Interventions to Mitigate Real-Time Hazards on Urban Expressways

Transportation Research Record: Journal of the Transportation Research Board, Issue 2213, pp 53-62

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