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Research article

First published 2024-12

Leveraging Machine Learning Algorithms to Predict and Analyze Single-Vehicle and Multi-Vehicle Crash Occurrences on Motorways

Saumik Sakib Bin Masud, Kirti Mahajan, Alexandra Kondyli [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-7

Using Aggregated Fine Geo-Resolution Vehicle Telemetric Data to Predict Crash Occurrence

Sijun Shen, Fangda Zhang, Simon Lin Linwood [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-3

Machine Learning Methods to Analyze and Predict Crash Injury Severity Based on Contributing Factors for Southeast Michigan

Xiaolin Cai, Richard Twumasi-Boakye, Yalda Rahmati [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-3

Multivariate Poisson-Lognormal Models for Predicting Peak-Period Crash Frequency of Joint On-Ramp and Merge Segments on Freeways

Abdulrahman Faden, Mohamed Abdel-Aty, Nada Mahmoud [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-12

Comparative Sensitivity Analysis on Intersection Crash Prediction Models by Control Type: Highway Safety Manual Approach

Seyedehsan Dadvar, Michael Dimaiuta, In-Kyu Lim

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023

Efficient Fusion Decision System for Predicting Road Crash Events: A Comparative Simulator Study for Imbalance Class Handling

Zouhair Elamrani Abou Elassad, Mohammed Ameksa, Dauha Elamrani Abou Elassad [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-3

New Modeling Approach for Predicting Disaggregated Time-Series Traffic Crashes

Bowen Cai, Mohammed Quddus, Xuesong Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-2

Planning-Level Crash Prediction Models in Southern California

Ian Hamilton, Scott Himes, Yang Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-6

Impact of Ball Bank Indicator on Predicting Rural Curve Crashes

Ronald Knezevich, Zhongyu Yang, Pingzhou (Lucas) Yu [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2017-7

An optimized real-time crash prediction model on freeway with over-sampling techniques based on support vector machine

Jinming You, Junhua Wang, Shouen Fang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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