Advanced search
Publication Cover
Ergonomics Volume 41, 1998 - Issue 7
Submit an article Journal homepage
255
Views
16
CrossRef citations to date
0
Altmetric
Original Articles

Machine learning in road accident research: decision trees describing road accidents during cross-flow turns

DAVID D. CLARKE
,
RICHARD FORSYTH
&
RICHARD WRIGHT
Pages 1060-1079 | Published online: 10 Nov 2010

Citations (16)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (1)

DAVID D. CLARKE, PATRICK J. WARD & JEAN JONES. (1999) Processes and countermeasures in overtaking road accidents. Ergonomics 42:6, pages 846-867.
Read now

Articles from other publishers (15)

Qiao Dong, Xueqin Chen & Baoshan Huang. 2024. Data Analysis in Pavement Engineering. Data Analysis in Pavement Engineering 211 222 .
Anthony D. McDonald, Nilesh Ade & S. Camille Peres. (2020) Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design. Human Factors: The Journal of the Human Factors and Ergonomics Society 65:5, pages 701-717.
Crossref
Pires Abdullah & Tibor Sipos. (2023) Traffic Accidents Analysis Using QGIS and Binary Decision Tree. Transportation Research Procedia 72, pages 1677-1684.
Crossref
Pires Abdullah & Tibor Sipos. (2022) Drivers’ Behavior and Traffic Accident Analysis Using Decision Tree Method. Sustainability 14:18, pages 11339.
Crossref
Saman Nadizadeh Shorabeh, Najmeh Neysani Samany, Foad Minaei, Hamzeh Karimi Firozjaei, Mehdi Homaee & Ali Darvishi Boloorani. (2022) A decision model based on decision tree and particle swarm optimization algorithms to identify optimal locations for solar power plants construction in Iran. Renewable Energy 187, pages 56-67.
Crossref
Sumit Srivastava, Ashwini Bagga & Rajveer Singh Shekhawat. (2020) Review of the Machine Learning Techniques in Road Crashes. Review of the Machine Learning Techniques in Road Crashes.
Xiaoning Gu, Ting Li, Yonghui Wang, Liu Zhang, Yitian Wang & Jinbao Yao. (2017) Traffic fatalities prediction using support vector machine with hybrid particle swarm optimization. Journal of Algorithms & Computational Technology 12:1, pages 20-29.
Crossref
Ting Li, Yunong Yang, Yonghui Wang, Chao Chen & Jinbao Yao. (2016) Traffic fatalities prediction based on support vector machine. Archives of Transport 39:3, pages 21-30.
Crossref
Qiao DongChunjiao DongBaoshan Huang. (2015) Statistical Analyses of Field Serviceability of Throw-and-Roll Pothole Patches. Journal of Transportation Engineering 141:9.
Crossref
Jinn-Tsai Wong, Yi-Shih Chung & Shih-Hsuan Huang. (2010) Determinants behind young motorcyclists’ risky riding behavior. Accident Analysis & Prevention 42:1, pages 275-281.
Crossref
Jinn-Tsai WongYi-Shih Chung. (2008) Comparison of Methodology Approach to Identify Causal Factors of Accident Severity. Transportation Research Record: Journal of the Transportation Research Board 2083:1, pages 190-198.
Crossref
Karolien Geurts, Isabelle Thomas & Geert Wets. (2005) Understanding spatial concentrations of road accidents using frequent item sets. Accident Analysis & Prevention 37:4, pages 787-799.
Crossref
David D. Clarke, Richard Forsyth & Richard Wright. (2005) A statistical profile of road accidents during cross-flow turns. Accident Analysis & Prevention 37:4, pages 721-730.
Crossref
Brian Carnahan, Gérard Meyer & Lois-Ann Kuntz. (2016) Comparing Statistical and Machine Learning Classifiers: Alternatives for Predictive Modeling in Human Factors Research. Human Factors: The Journal of the Human Factors and Ergonomics Society 45:3, pages 408-423.
Crossref
David D Clarke, Richard Forsyth & Richard Wright. (1999) Junction road accidents during cross-flow turns: a sequence analysis of police case files. Accident Analysis & Prevention 31:1-2, pages 31-43.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.