Using random forest to test if two-wheeler experience affects driver behavior when interacting with two-wheelers
Elhenawy, Mohammed, Larue, Gregoire, Rakotonirainy, Andry, & Haworth, Narelle (2019) Using random forest to test if two-wheeler experience affects driver behavior when interacting with two-wheelers. In The Australasian Road Safety Conference 2019, 2019-09-25 - 2019-09-27, Adelaide, SA, Australia. (Unpublished)
|
PDF
(226kB)
67543835. |
Description
Drivers are often at-fault in collisions with powered and unpowered Two-Wheelers (TW). In this paper, we propose a framework based on the random forest algorithm to investigate whether TW experience influences driver interactions with TWs. Sixty-nine drivers completed a 10-minute driving simulator session which included five interactions based on common car-TW crash types. The TWs were initially positioned in front of, or at right angles to, the driven vehicle. The proposed framework detected a statistically significant difference between drivers with TW experience and those without despite the small sample size.
Impact and interest:
Citation counts are sourced monthly from Scopus and Web of Science® citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.
Full-text downloads:
Full-text downloads displays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
| ID Code: | 203752 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Item Type: | Contribution to conference (Abstract) | ||||||||
| Refereed: | Yes | ||||||||
| ORCID iD: |
|
||||||||
| Measurements or Duration: | 3 pages | ||||||||
| Pure ID: | 67543835 | ||||||||
| Divisions: | Past > QUT Faculties & Divisions > Faculty of Health Past > Institutes > Institute of Health and Biomedical Innovation Current > Research Centres > CARRS-Q Centre for Future Mobility |
||||||||
| Copyright Owner: | Consult author(s) regarding copyright matters | ||||||||
| Copyright Statement: | This work is covered by copyright. Unless the document is being made available under a Creative Commons Licence, you must assume that re-use is limited to personal use and that permission from the copyright owner must be obtained for all other uses. If the document is available under a Creative Commons License (or other specified license) then refer to the Licence for details of permitted re-use. It is a condition of access that users recognise and abide by the legal requirements associated with these rights. If you believe that this work infringes copyright please provide details by email to qut.copyright@qut.edu.au | ||||||||
| Deposited On: | 02 Sep 2020 08:49 | ||||||||
| Last Modified: | 09 Nov 2026 04:11 |
Export: EndNote | Dublin Core | BibTeX
Repository Staff Only: item control page