Modeling severity of road traffic accident in Nigeria using artificial neural network
In this study, an Artificial Neural Network (ANN) was used to model injury and fatality index in Nigeria with the aim to determine the effects of the number of GSM subscription (NGS) on the injury and fatality index in the country. Fifty-seven-year data from 1960-2016 comprising of Gross Domestic Pr...
| Main Authors: | Umar, Ibrahim Khalil, Gokcekus, Huseyin |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2019
|
| Online Access: | http://journalarticle.ukm.my/14815/ http://journalarticle.ukm.my/14815/1/06.pdf |
Similar Items
Severity prediction of traffic accidents with recurrent neural networks
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
Severity prediction of traffic accidents with recurrent neural networks
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
Predicting serious injuries due to road traffic accidents in Malaysia by means of artificial neural network
by: Nurul Qastalani, Radzuan, et al.
Published: (2020)
by: Nurul Qastalani, Radzuan, et al.
Published: (2020)
Road traffic accident and wrist fracture.
by: Hussin, Paisal, et al.
Published: (2012)
by: Hussin, Paisal, et al.
Published: (2012)
Applications of deep learning in severity prediction of traffic accidents
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
by: Sameen, Maher Ibrahim, et al.
Published: (2017)
Development of accident prediction model by using artificial neural network (ANN)
by: Ramli, Mohd Zakwan
Published: (2011)
by: Ramli, Mohd Zakwan
Published: (2011)
Modeling on the association between road environment contributory factors and road traffic accidents for Federal Road 2
by: Intan Suhana, M. R., et al.
Published: (2012)
by: Intan Suhana, M. R., et al.
Published: (2012)
Pattern of road traffic accident in Kelantan (1997-2003)
by: Azmani,, et al.
Published: (2004)
by: Azmani,, et al.
Published: (2004)
Integrated GIS tool for investigating the relationship of road characteristics with road traffic accidents
by: Nur Fatma Fadilah Yaacob,, et al.
Published: (2020)
by: Nur Fatma Fadilah Yaacob,, et al.
Published: (2020)
The development of the Traffic Conflicts Technique: an approach to the study of road accidents
by: Lightburn, Angela D.C.
Published: (1984)
by: Lightburn, Angela D.C.
Published: (1984)
Risk factors of road traffic accidents (RTA) in context of Bangladesh
by: Akter, Sheikh Farid Uddin, et al.
Published: (2009)
by: Akter, Sheikh Farid Uddin, et al.
Published: (2009)
Modeling of CO emissions from traffic vehicles using artificial neural networks
by: Al-Gbur, Omer Saud Azeez, et al.
Published: (2019)
by: Al-Gbur, Omer Saud Azeez, et al.
Published: (2019)
Vehicular traffic noise prediction and propagation modelling using artificial neural network
by: Ahmed, Ahmed Abdulkareem
Published: (2018)
by: Ahmed, Ahmed Abdulkareem
Published: (2018)
Comparison between artifical neural network and fuzzy time series to predict road accident / Nur Athirah Mohd Khalil
by: Mohd Khalil, Nur Athirah
Published: (2019)
by: Mohd Khalil, Nur Athirah
Published: (2019)
Measuring the road traffic intensity using neural network with computer vision
by: Hasan Gani, Muhammad Hamdan, et al.
Published: (2018)
by: Hasan Gani, Muhammad Hamdan, et al.
Published: (2018)
Evaluation of most influential factors affecting road traffic accidents in Sidon, Lebanon
by: Karim, Faisal, et al.
Published: (2020)
by: Karim, Faisal, et al.
Published: (2020)
Evaluation of most influential factors affecting road traffic accidents in Sidon, Lebanon
by: Karim, Faisal, et al.
Published: (2020)
by: Karim, Faisal, et al.
Published: (2020)
Socio-Economic Costs Associated to Road Traffic Accidents in the Islamic Republic of Iran
by: Darabi Golshani, Ali Mohammed, et al.
Published: (2009)
by: Darabi Golshani, Ali Mohammed, et al.
Published: (2009)
Modeling of road geometry and traffic accidents by hierarchical object-based and deep learning methods using laser scanning data
by: Sameen, Maher Ibrahim
Published: (2018)
by: Sameen, Maher Ibrahim
Published: (2018)
Road crash injury severity prediction using a graph neural network framework
by: Sattar, Karim A., et al.
Published: (2024)
by: Sattar, Karim A., et al.
Published: (2024)
Underreporting of road traffic accidents: a bibliometric analysis from web of science database
by: Nor Wazirah Radzman Shah,, et al.
Published: (2023)
by: Nor Wazirah Radzman Shah,, et al.
Published: (2023)
Reduction of road traffic accidents among young drivers through University and Vocational studies
by: Darabi Golshani, Ali Mohammed, et al.
Published: (2010)
by: Darabi Golshani, Ali Mohammed, et al.
Published: (2010)
Application of network traffic flow model to road maintenance
by: Yang, Chao, et al.
Published: (2015)
by: Yang, Chao, et al.
Published: (2015)
Estimation of traffic accident costs: a prompted model
by: Hejazi, Rokhshad, et al.
Published: (2013)
by: Hejazi, Rokhshad, et al.
Published: (2013)
A macro model for traffic flow on road networks with varying road conditions
by: Tang, T., et al.
Published: (2012)
by: Tang, T., et al.
Published: (2012)
Hybrid pre-classification technique – artificial neural network for lightning severity classification
by: Omar, Muhammad Azhar
Published: (2014)
by: Omar, Muhammad Azhar
Published: (2014)
Dynamic spatiotemporal graph network for traffic accident risk prediction
by: Zhang, P., et al.
Published: (2025)
by: Zhang, P., et al.
Published: (2025)
Accident Severity Analysis In Johor
by: Albert, *, et al.
Published: (2020)
by: Albert, *, et al.
Published: (2020)
Urban road traffic flow control under incidental congestion as a function of accident duration
by: Xu, Yang, et al.
Published: (2018)
by: Xu, Yang, et al.
Published: (2018)
Differences in risk factors between early and late trauma death after road traffic accidents
by: Tohira, Hideo, et al.
Published: (2012)
by: Tohira, Hideo, et al.
Published: (2012)
The estimated cost of surgically managed isolated traumatic head injury secondary to road traffic accidents
by: Xinli, You
Published: (2018)
by: Xinli, You
Published: (2018)
Classification of traffic accidents’ factors using TrafficRiskClassifier
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
Meta-feature-based traffic accident risk prediction: a novel approach to forecasting severity and incidence
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
On-road sensor configuration design for traffic flow prediction using fuzzy neural networks and Taguchi method
by: Chan, Kit Yan, et al.
Published: (2013)
by: Chan, Kit Yan, et al.
Published: (2013)
Road accident analysis factors
by: Esmaeeli, Hamed
Published: (2010)
by: Esmaeeli, Hamed
Published: (2010)
The Performance of Accident Severity Multiclass
Classification
by: Sudesh Nair, Baskara, et al.
Published: (2022)
by: Sudesh Nair, Baskara, et al.
Published: (2022)
The Impact of Pavement Conditions on Accident Severities
by: Baskara, Sudesh Nair, et al.
Published: (2023)
by: Baskara, Sudesh Nair, et al.
Published: (2023)
Artificial neural network
by: Muhamad Nor, Norfarina, et al.
Published: (2016)
by: Muhamad Nor, Norfarina, et al.
Published: (2016)
Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm
by: Rufaizal Che Mamat,, et al.
Published: (2022)
by: Rufaizal Che Mamat,, et al.
Published: (2022)
Water quality modelling and artificial neural network
by: Jami, Mohammed Saedi, et al.
Published: (2012)
by: Jami, Mohammed Saedi, et al.
Published: (2012)
Similar Items
-
Severity prediction of traffic accidents with recurrent neural networks
by: Sameen, Maher Ibrahim, et al.
Published: (2017) -
Severity prediction of traffic accidents with recurrent neural networks
by: Sameen, Maher Ibrahim, et al.
Published: (2017) -
Predicting serious injuries due to road traffic accidents in Malaysia by means of artificial neural network
by: Nurul Qastalani, Radzuan, et al.
Published: (2020) -
Road traffic accident and wrist fracture.
by: Hussin, Paisal, et al.
Published: (2012) -
Applications of deep learning in severity prediction of traffic accidents
by: Sameen, Maher Ibrahim, et al.
Published: (2017)