Personal bankruptcy prediction using decision tree model

QR Code

Personal bankruptcy prediction using decision tree model

Purpose: Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal bankruptcy has increased since 2007, and the total accumulated personal bankruptcy cases stood at 131,282 in 2014. This is indeed an alarming issue because the increasing number of p...

Full description

Bibliographic Details
Published in:	Journal of Economics, Finance and Administrative Science
Main Author:	Syed Nor S.H.; Ismail S.; Yap B.W.
Format:	Article
Language:	English
Published:	Emerald Group Holdings Ltd. 2019
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85066986887&doi=10.1108%2fJEFAS-08-2018-0076&partnerID=40&md5=536dd1aac7c0c51b5d53a7a1ef47615f

Similar Items

Evaluation of support vector machine and decision tree for emotion recognition of malay folklores
by: Saad M.M.; Jamil N.; Hamzah R.
Published: (2018)

Investigating the Customer’s Intention to Use Islamic Personal Financing
by: Aziz N.I.M.; Zakaria S.H.; Othman H.; Anas A.S.; Kadir A.H.A.; Ahmad N.A.
Published: (2025)

GIS in management of landscape trees: Determining, monitoring and implementing safety measures on potentially hazardous trees
by: Isa M.M.; Othman N.; Ghazali R.
Published: (2012)

Chlorine Safety in Water Treatment: A Study of Causes and Preventive Measures Through Fault Tree and Event Tree Analysis
by: Zainulabidin S.; Rashid Z.A.; Ahmad M.A.
Published: (2024)

Determining the critical success factors of oral cancer susceptibility prediction in Malaysia using fuzzy models
by: Dom R.M.; Abidin B.; Kareem S.A.; Ismail S.M.; Daud N.M.
Published: (2012)

Surveillance Video Analytics for Automated Detection of Personal Protective Equipment using Deep Learning
by: Amer M.S.; Zaini N.
Published: (2024)

Groundwater level prediction using machine learning models: A comprehensive review
by: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
Published: (2022)

Predictive Model for Incident Severity at Railway Construction Site Using Rapid Miner
by: Ngadiron Z.; Ganasan R.; Ramli M.F.; Mahyeddin M.E.; Luqman M.I.; Jiafu G.; Kamaluddin N.A.
Published: (2024)

A single-blind, randomised control trial on the effectiveness of a structured multi component training module for family caregiver of persons with Parkinson's disease: A study protocol
by: Mohd Amin, et al.
Published: (2024)

Dynamic behaviour prediction and optimisation of an assembled structure using meta-modelling based updating
by: Shah M.A.S.A.; Yunus M.A.; Rani M.N.A.
Published: (2022)

THE GENERATIONAL OF AGEING IN PLACE DECISION-MAKING PREFERENCES IN MALAYSIA
by: Ismail H.; Rashid R.A.; Halil N.H.A.; Halil F.M.; Jiram W.R.A.
Published: (2024)

Urinary sex steroids and anthropometric markers of puberty - A novel approach to characterising within-person changes of puberty hormones
by: Singh G.K.S.; Balzer B.W.R.; Kelly P.J.; Paxton K.; Hawke C.I.; Handelsman D.J.; Steinbeck K.S.
Published: (2015)

Exploring Managers’ Perceptions on Sponsorship Relations and Decision Making in the Malaysian B2B Context
by: Sharipudin M.-N.S.; Hassim N.; Ayub S.H.; Fam K.-S.; Meekaewkunchorn N.
Published: (2023)

Analysis of the Optimum Performance for Polymer and Polymer–Nanocomposite-modified Asphalt by Using Multicriteria Decision Analysis
by: Alas M.; Albrka S.I.; Eltwati A.; Ali A.S.B.; Al Allam A.M.
Published: (2024)

Delphi definition of general practice/family medicine specialty for a post-COVID world: in-person and remote care delivery
by: Prazeres, et al.
Published: (2024)

Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions
by: Tao H.; Al-Khafaji Z.S.; Qi C.; Zounemat-Kermani M.; Kisi O.; Tiyasha T.; Chau K.-W.; Nourani V.; Melesse A.M.; Elhakeem M.; Farooque A.A.; Pouyan Nejadhashemi A.; Khedher K.M.; Alawi O.A.; Deo R.C.; Shahid S.; Singh V.P.; Yaseen Z.M.
Published: (2021)

DECISION ANALYSIS FOR OPTIMAL CONCEPTUAL DESIGN OF CONCURRENT BRAKE ACTUATOR
by: Basri M.H.; Ismail N.I.; Pahmi A.; Mahadzir M.M.; Rabilah R.; Azmi H.; Othman R.; Mat S.C.
Published: (2023)

Heart Disease Risk Prediction: A Mobile Application Integrating Machine Learning Models
by: Bakhtiar A.F.; Nordin S.; Mohd Hirol Anuar M.A.H.
Published: (2024)

The Application of Z-Numbers in Fuzzy Decision Making: The State of the Art
by: Alam N.M.F.H.N.B.; Ku Khalif K.M.N.; Jaini N.I.; Gegov A.
Published: (2023)

Predicting The Melting Temperature Of Polymers Using Machine Learning
by: Fatriansyah J.F.; Mahardi H.L.; Rizky M.A.Y.; Surya R.D.; Federico A.; Surip S.N.
Published: (2024)

The multifaceted impact of structured training program on persons with Parkinson disease and their adult caregiver: A protocol for a systematic review
by: Gopala Krishna Pillai S.; Mohd Nordin N.A.; Mohamed Ibrahim N.
Published: (2023)

Prediction of Lung Function Status Using Handgrip Strength and Anthropometry among the Healthy Malay Population in Malaysia
by: Ja’afar M.H.; Ismail R.; Ismail N.H.; Md Isa Z.; Mohd Tamil A.; Mat Nasir N.; Tengku Ismail T.S.; Ab Razak N.H.; Zainol Abidin N.; Duong M.; Yusof K.H.
Published: (2023)

Prediction of Glass Transition Temperature of Polymers Using Simple Machine Learning
by: Fatriansyah J.F.; Linuwih B.D.P.; Andreano Y.; Sari I.S.; Federico A.; Anis M.; Surip S.N.; Jaafar M.
Published: (2024)

Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index
by: Mazlan, et al.
Published: (2024)

Modeling and simulation of microscopic defects in CIS-based solar cell thin film using silvaco TCAD
by: Bakar R.A.; Herman S.H.; Hassan H.; Ahmad W.R.W.; Mohamad F.; Aminuddin M.M.
Published: (2013)

Annual workers' income prediction using data mining techniques
by: Yahaya M.S.; Hasbullah M.H.; Jamil S.A.M.; Ul-Saufie A.Z.; Ibrahim N.
Published: (2024)

Prediction of mortality in severe dengue cases
by: Md-Sani S.S.; Md-Noor J.; Han W.-H.; Gan S.-P.; Rani N.-S.; Tan H.-L.; Rathakrishnan K.; A-Shariffuddin M.A.; Abd-Rahman M.
Published: (2018)

Multiclass Prediction of Diabetic Retinopathy Severity Using Machine Learning Algorithms
by: Aziz N.A.A.; Ali A.M.; Azamen N.T.N.N.; Osman R.
Published: (2024)

Prediction of axial limit capacity of stone columns using dimensional analysis
by: Nazaruddin A.T.; Mohamed Z.; Mohd Azizul L.; Hafez M.A.
Published: (2017)

Prediction of Daily Air Pollutants Concentration and Air Pollutant Index Using Machine Learning Approach
by: Mustakim N.A.; Ul-Saufie A.Z.; Shaziayani W.N.; Noor N.M.; Mutalib S.
Published: (2023)

Prediction of geomagnetically induced currents in low-latitude regions using deep learning
by: Zainuddin A.; Hairuddin M.A.; Latiff Z.I.A.; Anuar N.M.; Benavides I.F.; Jusoh M.H.; Yassin A.I.M.
Published: (2024)

Synergic ranking of fuzzy Z-numbers based on vectorial distance and spread for application in decision-making
by: Alam N.M.F.H.N.B.; Khalif K.M.N.K.; Jaini N.I.
Published: (2023)

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
by: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
Published: (2024)

HOUSING PURCHASING DECISION (HPD) FOR NEW TOD AREA IN KOTA KINABALU
by: Azman N.A.A.; Yakob H.; Abdullah Y.A.; Zanudin K.; Adriansyah D.A.
Published: (2024)

Determinants of halal food purchase decisions for Go Food and Shopee Food users
by: Fachrurrozie; Muhsin; Nurkhin A.; Mukhibad H.; Daud N.M.
Published: (2023)

Multinomial Logistic Regression for The Analysis of Career Decision Style in Teacher Education
by: Widiyanto; Nurkhin A.; Yulianto A.; Daud N.M.
Published: (2023)

Portfolio of IT investment and organisational performance. Moderating role of decentralised decision making
by: Mohamad A.; Li P.; Alam N.; Zainuddin Y.
Published: (2020)

Enhancing Cognitive Frailty Prediction Accuracy Using Conditional Generative Adversarial Networks(CGAN)
by: Ibrahim F.N.A.; Badruddin N.; Ramasamy K.
Published: (2024)

Prediction of Saraline-based super lightweight completion fluid densities at elevated pressures and temperatures
by: Amir Z.; Jan B.M.; Wahab A.K.A.; Khalil M.; Chong W.T.; Hassan Z.
Published: (2015)

Gated Recurrent Unit (GRU)-Based GIC Prediction Using dB/dt as a Proxy
by: Zainuddin A.; Hairuddin M.A.; Abd Latiff Z.I.; Benavides F.; Jusoh M.H.; Mohd Yassin A.I.
Published: (2024)