Decision tree model for non-fatal road accident injury

QR Code

Decision tree model for non-fatal road accident injury

Non-fatal road accident injury has become a great concern as it is associated with injury and sometimes leads to the disability of the victims. Hence, this study aims to develop a model that explains the factors that contribute to non-fatal road accident injury severity. A sample data of 350 non-fat...

Full description

Bibliographic Details
Published in:	International Journal on Advanced Science, Engineering and Information Technology
Main Author:	Sapri F.E.; Nordin N.S.; Hasan S.M.; Yaacob W.F.W.; Nasir S.A.M.
Format:	Article
Language:	English
Published:	Insight Society 2017
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013989009&doi=10.18517%2fijaseit.7.1.1110&partnerID=40&md5=43deffd46301b2c1c7bbb55ed539e0fc

Similar Items

Assessing Factors Associated with Non-Fatal Injuries from Road Traffic Accidents among Malaysian Adults: A Cross-Sectional Analysis of the PURE Malaysia Study
by: Isa Z.M.; Ismail N.H.; Ismail R.; Tamil A.M.; Ja’afar M.H.; Nasir N.M.; Miskan M.; Abidin N.Z.; Razak N.H.A.; Yusof K.H.
Published: (2022)

Assessing global risk factors for non-fatal injuries from road traffic accidents and falls in adults aged 35–70 years in 17 countries: A cross-sectional analysis of the prospective urban rural Epidemiological (PURE) study
by: Raina P.; Sohel N.; Oremus M.; Shannon H.; Mony P.; Kumar R.; Li W.; Wang Y.; Wang X.; Yusoff K.; Yusuf R.; Iqbal R.; Szuba A.; Oguz A.; Rosengren A.; Kruger A.; Chifamba J.; Mohammadifard N.; Darwish E.A.; Dagenais G.; Diaz R.; Avezum A.; Lopez-Jaramillo P.; Seron P.; Rangarajan S.; Teo K.; Yusuf S.
Published: (2016)

Work-related Road Traffic Crashes in Malaysia: A Comparison between Fatal and Temporary Injury Cases
by: Bakar H.; Baharudin M.R.; Rusli R.; Isa M.H.M.
Published: (2024)

Drones for Road Accident Management: A Systematic Review
by: Gohari A.; Ahmad A.B.; Rahim R.B.A.; Elamin N.I.M.; Gismalla M.S.M.; Oluwatosin O.O.; Hasan R.; Latip A.S.A.; Lawal A.
Published: (2023)

Geospatial Analysis on the Impact of Road Defects on Motorcycle Accidents
by: Amir M.H.M.; Naharudin N.
Published: (2021)

Determining hotspots of road accidents using spatial analysis
by: Shariff S.S.R.; Maad H.A.; Halim N.N.A.; Derasit Z.
Published: (2018)

Box-jenkins and state space model in forecasting Malaysia road accident cases
by: Wan Husin W.Z.; Afdzal A.S.; Azmi N.L.H.; Hamadi S.A.T.S.
Published: (2021)

Panel Count Data Models: Examining Dengue Incidence in Malaysia
by: Yaacob W.F.W.; Sapri N.N.F.F.; Wah Y.B.
Published: (2023)

The Effect of Road Characteristic on Motorcycle Fatal Crashes Involving Heavy Goods Vehicle (HGV): A Case Study in Malaysia
by: Razali S.R.; Hashim W.; Zainuddin N.I.; Kamaluddin N.A.; Hamidun R.; Arshad A.K.; Shaffie E.
Published: (2024)

Assessing Road Accident Black Spots and Countermeasures in the State of Perak, Malaysia
by: Meor Hussein M.M.H.; Rahman R.A.; Saim N.A.I.M.; Tajuddin M.Z.M.; Diah J.M.
Published: (2023)

The Rise in Death Rate in Malaysia: Is it Due to Road Accidents, Suicide, Tuberculosis or Burden of Health Expenditure?
by: Mansor M.M.; Khairul Nizam A.H.; Zulkifli N.S.; Mohd Azha S.H.; Jamil A.M.; Mohd Nawawi M.K.
Published: (2023)

A hybrid of conjugate gradient method in modelling number of road accidents in Malaysia
by: Aini N.; Hajar N.; Rivaie M.; Ahmad S.N.; Azamuddin A.A.
Published: (2024)

TRACKING EMPLOYMENT TRENDS IN MALAYSIA USING TEXT MINING TECHNIQUE; [Mengesan Trend Pekerjaan di Malaysia Menggunakan Teknik Perlombongan Teks]
by: Nasir S.A.M.; Yaacob W.F.W.
Published: (2021)

Elevated levels of IL-8 in fatal leptospirosis
by: Wan Yusoff W.S.Y.; Abdullah M.; Sekawi Z.; Amran F.; Yuhana M.Y.; Mohd Taib N.; Md. Shah A.; Amin Nordin S.
Published: (2020)

Personal bankruptcy prediction using decision tree model
by: Syed Nor S.H.; Ismail S.; Yap B.W.
Published: (2019)

Detection of the Imbalance Step Length using the Decision Tree
by: Zaeni I.A.E.; Primadi W.; Osman M.K.; Anzani D.R.; Lestari D.; Handayani A.N.
Published: (2022)

Severity Impact of a Vapour Cloud Explosion (VCE) – Liquefied Petroleum Gas (LPG) Road Tanker Accident
by: Rashid Z.A.; Fuad M.F.I.A.; Alias A.B.; Ahmad M.A.; Ariff M.A.M.; Zainal S.; Asuat A.Y.; Jamaludin I.; Abdullah A.
Published: (2023)

MODELLING ROAD ACCIDENTS IN SELANGOR: A COMPARATIVE ANALYSIS BY USING SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE (SARIMA) AND ARTIFICIAL NEURAL NETWORK (ANN)
by: Azan W.N.A.W.M.; Borhan N.; Zahari S.M.
Published: (2023)

Raised levels of Il-6, Il-17a, and Il-22 in fatal leptospirosis
by: Wan Yusoff W.S.Y.; Abdullah M.; Sekawi Z.; Amran F.; Yuhana M.Y.; Mohd Taib N.; Yap I.K.S.; Than L.T.L.; Md. Shah A.; van Belkum A.; Amin Nordin S.
Published: (2019)

Decision Tree Algorithm for the Classification of Dental Caries Severity via Saliva
by: Basri K.N.; Zain M.N.M.; Yusof Z.M.; Yazid F.; Ilias M.H.; Aryani D.; Zoolfakar A.S.
Published: (2022)

Fault Detection and Diagnosis in Photovoltaic Systems Using Decision Tree Method
by: Ridzuan N.M.; Shariff K.K.M.; Muhammad N.
Published: (2024)

Fatal anterior mediastinal mass in a pregnant lady
by: Koo Z.P.; Chainchel Singh M.K.; Mohamad Noor M.H.B.; Omar N.B.; Siew S.F.
Published: (2024)

The fatal storm: Ventricular arrhythmias post-acute myocardial infarction: An observational study from a non-cardiology tertiary referral center
by: Parthiban, et al.
Published: (2023)

The relationship between traumatic dental injuries and adolescents' non-suicidal self-injury behaviour: A cross-sectional analysis of an East London cohort
by: Mohd Yani A.A.B.; Marcenes W.; Stansfeld S.A.; Bernabé E.
Published: (2023)

A class skew-insensitive ACO-based decision tree algorithm for imbalanced data sets
by: Mohd Razali M.H.B.; Saian R.B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2021)

Classifying Body Type based on Eating Habits and Physical Condition using Decision Tree Technique
by: Bahrin U.F.; Jantan H.; Sani Mohd Sofian M.A.; Syahirah Ismail I.; Aishah Samsudin S.H.
Published: (2022)

Sustainable operation and maintenance criteria for non-toll road green rating system
by: Adzar J.A.; Zakaria R.; Aminudin E.; Abd Rashid M.H.S.; Munikanan V.; Shamsudin S.M.; Sooria S.Z.; Hassan M.M.
Published: (2019)

Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models
by: Krishnan N.F.M.; Zukarnain Z.A.; Ahmad A.; Jamaludin M.
Published: (2022)

Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach
by: Razali M.H.M.; Saian R.; Moktar B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2022)

Characteristics of non-accidental injuries in children and adolescents in Asia: a cross-national, multicenter cohort study
by: Wang P.-Y.; Tseng W.-C.; Lee M.-C.; Hsu L.-M.; Shin S.D.; Jamaluddin S.F.; Tanaka H.; Son D.N.; Hong K.J.; Riyapan S.; Haedar A.; Chiang W.-C.; Rao R.; Abraham G.P.; Ramakrishnan T.V.; Jamaluddin S.F.; Mohidin M.A.B.; Saim A.-H.; Kean L.C.; Anthonysamy C.; Yssof S.J.D.M.; Ji K.W.; Kheng C.P.; Ali S.B.M.; Ramanathan P.; Yang C.B.; Chia H.W.; Hamad H.B.; Ismail S.A.; Abdullah W.R.B.W.; Tanaka H.; Kimura A.; Velasco B.; Gundran C.D.; Convocar P.; G.Sabarre N.; Tiglao P.J.; Hong K.J.; Song K.J.; Jeong J.; Moon S.W.; Kim J.-Y.; Cha W.C.; Lee S.C.; Ahn J.Y.; Lee K.H.; Yeom S.R.; Ryu H.H.; Kim S.J.; Kim S.C.; Hsu L.-M.; Sun J.T.; Wang R.-F.; Hsieh S.-L.; Kao W.-F.; Tianwibool P.; Buaprasert P.; Akaraborworn O.; Al Sakaf O.A.; LLC S.F.; Huy L.B.; Son D.N.; Van Dai N.; Ramakrishnan T.V.; Jamaluddin S.F.; Tanaka H.; Velasco B.; Hong K.J.; Sun J.T.; Khruekarnchana P.; Son D.N.
Published: (2023)

Evaluation of boosted regression tree for the prediction of the maximum 24-hour concentration of particulate matter
by: Shaziayani W.N.; Ul-Saufie A.Z.; Yusoff S.A.M.; Ahmat H.; Libasin Z.
Published: (2021)

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)

Performance and Emission of Non-surfactant Water-in-Diesel Emulsion Fuel Using Light-Duty Trucks on Urban Road Conditions
by: Abdul Rashid M.A.; Ithnin A.M.; Yahya W.J.; Ramlan N.A.; Mazlan N.A.; Abd Kadir H.; Avianto Sugeng D.; Eiji K.
Published: (2024)

Malaysian Roadside Tree Species Selection Model in Urban Areas
by: Hasan R.; Othman N.
Published: (2022)

Determination Factors of Roadside Tree Species Selection Model for Sustainable Smart City
by: Hasan R.; Wan Mohamad W.S.N.; Awang A.; Chek Sulaiman F.; Zahari R.
Published: (2023)

Categorising the Tree Protection Legislative Provisions Implemented by Local Planning Authorities Globally
by: Sukri N.A.N.M.; Ismail Z.; Ariffin W.T.W.; Nordin R.M.
Published: (2023)

The criteria of urban trees regarding the issues of tree vandalism
by: Hamzah H.; Othman N.; Hussain N.H.M.; Simis M.
Published: (2018)

A comparison of model-based imputation methods for handling missing predictor values in a linear regression model: A simulation study
by: Hasan H.; Ahmad S.; Osman B.M.; Sapri S.; Othman N.
Published: (2017)

Comparison of ensemble hybrid sampling with bagging and boosting machine learning approach for imbalanced data
by: Malek N.H.A.; Yaacob W.F.W.; Wah Y.B.; Md Nasir S.A.; Shaadan N.; Indratno S.W.
Published: (2023)

Assessing the prevalence of obesity and overweight amongst senior citizens in Selangor, Malaysia using logistic regression, artificial neural network and decision tree
by: Haron N.A.; Ramli N.A.; Ismail N.Z.-I.
Published: (2024)