A comparative study on machine learning based algorithms for prediction of motorcycle crash severity

L Wahab, H Jiang - PLoS one, 2019 - journals.plos.org
Motorcycle crash severity is under-researched in Ghana. Thus, the probable risk factors and
association between these factors and motorcycle crash severity outcomes is not known …

Severity prediction of motorcycle crashes with machine learning methods

L Wahab, H Jiang - International journal of crashworthiness, 2020 - Taylor & Francis
This study uses classification algorithms to establish models to predict the severity of crash
injuries when motorcycle crashes occur. In this study, the power of multi-layer perceptron …

A review of powered-two-wheeler behaviour and safety

A Theofilatos, G Yannis - International journal of injury control and …, 2015 - Taylor & Francis
Powered-two-wheelers (PTWs) constitute a very vulnerable type of road users. The notable
increase in their share in traffic and the high risk of severe accident occurrence raise the …

Perilaku Berisiko Sebagai Faktor Penyebab Kecelakaan Pada Pengemudi Sepeda Motor Komersial: Systematic Review

AA Mauludi, Z Djunaidi, LS Arif - Jurnal Keselamatan Transportasi …, 2021 - ktj.pktj.ac.id
Transportasi menjadi hal yang penting dalam mobilitas di zaman modern dan jasa sepeda
motor komersial menjadi pilihan utama pengguna jalan di Indonesia. Terlepas dari …

Motorcycle safety after-dark: the factors associated with greater risk of road-traffic collisions

CJ Robbins, S Fotios - Accident Analysis & Prevention, 2020 - Elsevier
The effect of ambient light level on road traffic collisions (RTCs) involving a motorcycle was
investigated. Data were drawn from the STATS19 database of UK reported RTCs for the …

Examining injury severity of moped and motorcycle occupants with real-time traffic and weather data

A Theofilatos, A Ziakopoulos - Journal of Transportation …, 2018 - ascelibrary.org
Currently studies exploring the effect of real-time traffic and weather characteristics on crash
severity are relatively limited, and studies focusing on powered two-wheelers (PTWs) are …

Understanding patterns of factor influences in motorcycle crashes with fixed objects

S Das, R Dzinyela, J Liu, B Dadashova… - … Safety & Security, 2024 - Taylor & Francis
Previous research has demonstrated that crashes involving motorcycles and fixed objects
often result in severe injuries. However, there is a scarcity of stand-alone studies examining …

A preliminary analysis of in-depth accident data for powered two-wheelers and bicycles in Europe

A Ziakopoulos, A Theofilatos, G Yannis… - … COUNCIL ON THE …, 2018 - iris.uniroma1.it
Despite progress from scientific and technological advancements, road safety remains a
major issue worldwide. Road accident impacts such as fatalities, injuries and property …

[HTML][HTML] Motorcycle conspicuity issues and intervention: a systematic review

MSA Khalid, NK Khamis, MRABU Mansor… - Iranian journal of …, 2021 - ncbi.nlm.nih.gov
Background: Conspicuity has been one of the key factors in motorcycle road crashes around
the world. The inability and difficulty of other road users in detecting motorcycles either at …

[PDF][PDF] An advanced multi-faceted statistical analysis of accident probability and severity exploiting high resolution traffic and weather data

A Theofilatos - 2015 - dspace.lib.ntua.gr
The completion of the present thesis has been an intensive challenge requiring a
tremendous amount of effort, discipline and time throughout the last four years. However, it …