Performance evaluation of various data mining algorithms on road traffic accident dataset
S Hussain, LJ Muhammad, FS Ishaq, A Yakubu… - … for Intelligent Systems …, 2019 - Springer
Many researchers use to spend much of time searching for the best performing data mining
classification and clustering algorithms to apply in road accident data set for prediction of …
classification and clustering algorithms to apply in road accident data set for prediction of …
[PDF][PDF] Using decision tree data mining algorithm to predict causes of road traffic accidents, its prone locations and time along Kano–Wudil highway
Road traffic accidents, the inadvertent crash involving at least one motor vehicle, occurring
on a road open to public circulation, in which at least one person is injured or killed; …
on a road open to public circulation, in which at least one person is injured or killed; …
Accidental prone area detection in bangladesh using machine learning model
KM Hasib, MIH Showrov, A Das - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Nowadays road accident in Bangladesh is a buzzword due to its lack of carefulness of the
driver of the vehicle where some parameter exists. The traffic safety of the roadway is an …
driver of the vehicle where some parameter exists. The traffic safety of the roadway is an …
[PDF][PDF] Accident severity prediction using data mining methods
S Ramya, SK Reshma, VD Manogna… - … Journal of Scientific …, 2019 - researchgate.net
The smart city concept provides opportunities to handle urban problems, and also to
improve the citizens' living environment. In recent years, road traffic accidents (RTAs) have …
improve the citizens' living environment. In recent years, road traffic accidents (RTAs) have …
Data mining approach to analyse the road accidents in India
A Jain, G Ahuja, D Mehrotra - 2016 5th International …, 2016 - ieeexplore.ieee.org
Despite all that has been done to promote Road Safety in India so far, there are always
regions that fall prey to the vulnerabilities that linger on in every corner. The heterogeneity of …
regions that fall prey to the vulnerabilities that linger on in every corner. The heterogeneity of …
[PDF][PDF] Predicting causes of traffic road accidents using multi-class support vector machines
EA Mohamed - Journal of Communication and Computer, 2014 - davidpublisher.com
Road traffic accidents have caused a myriad of problems for many countries, ranging from
untimely loss of loved ones to disability and disruption of work. In many cases, when a road …
untimely loss of loved ones to disability and disruption of work. In many cases, when a road …
[PDF][PDF] Mining road traffic accident data to improve safety on road-related factors for classification and prediction of accident severity
J Kashyap, CP Singh - International research journal of engineering …, 2016 - academia.edu
Road Traffic Accident is very serious matter of life. The World Health Organization (WHO)
reports that about 1.24 million people of the world die annually on the roads. The Institute for …
reports that about 1.24 million people of the world die annually on the roads. The Institute for …
[PDF][PDF] Analysis of children traffic accidents around school area using GIS and data mining techniques
HS Han, GH Lee - ICIC Express Lett. Part B Appl, 2020 - researchgate.net
The purpose of this study is to discover patterns and knowledge of traffic accidents in
children to prevent traffic accidents. We analyze traffic accident data to reduce children traffic …
children to prevent traffic accidents. We analyze traffic accident data to reduce children traffic …
[PDF][PDF] Analysis of road accidents using machine learning techniques
L Herceg, E Yaman - International Conference on Electrical …, 2019 - icecs.ius.edu.ba
Road accidents are a major cause of human injuries and fatalities. Their analysis helps to
increase the awareness of traffic security importance. In this paper useful information has …
increase the awareness of traffic security importance. In this paper useful information has …
Association rule mining on five years of motor vehicle crashes
JR Daher, S Chilkaka, A Younes, K Shaban - 2016 - qspace.qu.edu.qa
Every year, road accidents kill more than a million people and injure more than 20 million
worldwide. This paper aims to offer guidance on road safety and create awareness by …
worldwide. This paper aims to offer guidance on road safety and create awareness by …