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Open Access
Peer-reviewed
Research Article
Crash severity analysis of vulnerable road users using machine learning
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Md Mostafizur Rahman Komol ,
Contributed equally to this work with: Md Mostafizur Rahman Komol, Md Mahmudul Hasan, Mohammed Elhenawy, Shamsunnahar Yasmin
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: mdmostafizurrahman.komol@hdr.qut.edu.au
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Md Mahmudul Hasan ,
Contributed equally to this work with: Md Mostafizur Rahman Komol, Md Mahmudul Hasan, Mohammed Elhenawy, Shamsunnahar Yasmin
Roles Methodology, Writing – original draft, Writing – review & editing
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Mohammed Elhenawy ,
Contributed equally to this work with: Md Mostafizur Rahman Komol, Md Mahmudul Hasan, Mohammed Elhenawy, Shamsunnahar Yasmin
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – review & editing
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Shamsunnahar Yasmin ,
Contributed equally to this work with: Md Mostafizur Rahman Komol, Md Mahmudul Hasan, Mohammed Elhenawy, Shamsunnahar Yasmin
Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Visualization, Writing – original draft, Writing – review & editing
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Mahmoud Masoud ,
Roles Supervision
¶‡ MM and AR also contributed equally to this work.
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Andry Rakotonirainy
Roles Funding acquisition, Supervision
¶‡ MM and AR also contributed equally to this work.
Affiliations Centre for Accident Research and Road Safety-Queensland, Queensland University of Technology, Brisbane, Australia, Institute of Health and Biomedical Innovation (IHBI), Queensland University of Technology (QUT), Brisbane, Australia
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Crash severity analysis of vulnerable road users using machine learning
- Md Mostafizur Rahman Komol,
- Md Mahmudul Hasan,
- Mohammed Elhenawy,
- Shamsunnahar Yasmin,
- Mahmoud Masoud,
- Andry Rakotonirainy
- Published: August 5, 2021
- https://doi.org/10.1371/journal.pone.0255828