Machine learning prediction of quality of life: Insight from property crime and tropical climate analysis

QR Code

Machine learning prediction of quality of life: Insight from property crime and tropical climate analysis

The study addresses the prediction of quality of life, leveraging machine learning models with a focus on health, socioeconomics, subjective well-being, and environmental indicators. Thus, this study aims to evaluate the efficacy of machine learning in quality-of-life prediction based on property cr...

Full description

Bibliographic Details
Published in:	IAES International Journal of Artificial Intelligence
Main Author:	Mohd Zukri A.Z.; Md Sakip S.R.; Masrom S.
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85207478560&doi=10.11591%2fijai.v13.i4.pp4509-4515&partnerID=40&md5=1aa56c1a727e88897018473934c412b7

Similar Items

The Crime Prediction of Criminal Activity Based on Weather Changes Towards Quality of Life
by: Zukri A.Z.M.; Sakip S.R.M.D.; Masrom S.; Megat P.R.; Zamin N.
Published: (2024)

Assessing the Relationship Between Environmental, Psychological, Physical and Social Towards the Quality of Life
by: Sakip S.R.M.; Zukri A.Z.M.; Rahim P.R.M.A.
Published: (2023)

MACHINE LEARNING PREDICTION OF TROPICAL FOREST ABOVE-GROUND BIOMASS ESTIMATION
by: Zulkiflee N.I.M.; Zaki N.A.M.; Razak T.R.; Omar H.; Tajudin S.; Narashid R.H.; Suratman M.N.; Latif Z.A.
Published: (2023)

Establishing Crime Prevention Through Environmental Design Model
by: Sakip, et al.
Published: (2023)

Establishing Crime Prevention Through Environmental Design Model
by: Sakip S.R.M.D.; Rahim P.R.M.A.; Nayan N.M.
Published: (2023)

Rapid Modelling of Machine Learning in Predicting Office Rental Price
by: Mohd T.; Harussani M.; Masrom S.
Published: (2022)

Life Insurance Prediction and Its Sustainability Using Machine Learning Approach
by: Shamsuddin S.N.; Ismail N.; Nur-Firyal R.
Published: (2023)

Machine learning prediction for academic misconduct prediction: an analysis of binary classification metrics
by: Masrom S.; Samad N.H.A.; Septiyanti R.; Roslan N.; Rahman R.A.
Published: (2024)

Machine learning prediction of video-based learning with technology acceptance model
by: Rahman R.A.; Masrom S.; Samad N.H.A.; Daud R.M.; Mutia E.
Published: (2023)

Particle Swarm Optimization in Machine Learning Prediction of Airbnb Hospitality Price Prediction
by: Masrom S.; Baharun N.; Razi N.F.M.; Rahman R.A.; Abd Rahman A.S.
Published: (2022)

Tree-based Machine Learning and Deep Learning in Predicting Investor Intention to Public Private Partnership
by: Amin A.; Rahmawaty; Lautania M.F.; Masrom S.; Rahman R.A.
Published: (2023)

Rainfall prediction using machine learning
by: Kumar A.V.S.; Roshan S.A.; Dutta A.; Ray S.; Masadeh S.R.; Lakshmi G.P.; Michalopoulos D.; Nyayapati R.; Musirin I.B.; Kaur G.
Published: (2024)

Machine learning with task-technology fit theory factors for predicting students’ adoption in video-based learning
by: Masrom S.; Rahman R.A.; Baharun N.; Rohani S.R.S.; Rahman A.S.A.
Published: (2023)

Using Machine Learning to Predict Visitors to Totally Protected Areas in Sarawak, Malaysia
by: Abang Abdurahman A.Z.; Wan Yaacob W.F.; Md Nasir S.A.; Jaya S.; Mokhtar S.
Published: (2022)

Machine learning in predicting whistle-blowing intention of academic dishonesty with theory of planned behaviour
by: Masrom S.; Samad N.H.A.; Rahman R.A.; Fatzel F.H.M.; Shamsudin S.M.
Published: (2023)

Revitalizing Basic Life Support Certification: Insights into Blended Learning
by: Mokhtar M.F.; Abdul-Razak S.
Published: (2024)

Evaluation on performance characteristics of superpave asphalt mix design under tropical climatic conditions
by: Ahmad J.; Md Yusoff N.I.; Hainin M.R.; Abd Rahman M.Y.; Hossain M.
Published: (2014)

Comparative analysis of machine learning techniques for so2 prediction modelling
by: Shaziayani W.N.; Noor N.M.; Azan S.; Ul-Saufie A.Z.
Published: (2023)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

THE EFFECT OF SECURITY IN THE GREEN BUILDING PRICE PREDICTION MODEL: A COMPARISON BETWEEN MULTIPLE LINEAR REGRESSION AND MACHINE LEARNING APPROACHES
by: Mohd T.; Masrom S.; Jamil N.S.; Harussani M.
Published: (2024)

Predicting Kereh River's Water Quality: A comparative study of machine learning models
by: Nasaruddin, et al.
Published: (2023)

Predicting Kereh River's Water Quality: A comparative study of machine learning models
by: Nasaruddin, et al.
Published: (2023)

Natural Weathering Effects on the Mechanical, Rheological, and Morphological Properties of Magnetorheological Elastomer (MRE) in Tropical Climate
by: Johari M.A.F.; Mazlan S.A.; Ubaidillah U.; Nordin N.A.; Ahmad Khairi M.H.; Abdul Aziz S.A.; Sedlacik M.; Nikmat Leong S.A.
Published: (2022)

Comparisons of automated machine learning (AutoML) in predicting whistleblowing of academic dishonesty with demographic and theory of planned behavior
by: Rahman R.A.; Masrom S.; Mohamad M.; Sari E.N.; Saragih F.; Rahman A.S.A.
Published: (2023)

Climate Change Sentiment Analysis Using Lexicon, Machine Learning and Hybrid Approaches
by: Sham N.M.; Mohamed A.
Published: (2022)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques
by: Lim S.R.; Kamarudin N.S.; Ismail N.H.; Hisham Ismail N.A.; Mohamad Kamal N.A.
Published: (2023)

Wettability of keruing (Dipterocarpus spp.) wood after weathering under tropical climate
by: Uyup M.K.A.; Hua L.S.; Yusoh A.S.; Mustapha A.; Surip S.N.
Published: (2023)

Wettability of keruing (dipterocarpus spp.) wood after weathering under tropical climate
by: Anwar Uyup M.K.; Seng Hua L.; Syahirah Yusoh A.; Mustapha A.; Norasmah Surip S.
Published: (2023)

Analyzing the criteria of planting design for visual landscape quality in campus
by: Akhir N.M.; Md Sakip S.R.; Abbas M.Y.; Othman N.
Published: (2021)

Investigation into hot-mix asphalt moisture-induced damage under tropical climatic conditions
by: Ahmad J.; Yusoff N.I.M.; Hainin M.R.; Rahman M.Y.A.; Hossain M.
Published: (2014)

Impacts of lateral boundary condition resolution in tropical urban climate modelling for Kuala Lumpur
by: Isa N.A.; Salleh S.A.; Mohd W.M.N.W.; Ooi M.C.G.; Chan A.; Islam M.A.
Published: (2021)

Performance evaluation of unconcentrated photovoltaic-thermoelectric generator hybrid system under tropical climate
by: Shatar N.M.; Rahman M.A.A.; Muhtazaruddin M.N.; Salim S.A.Z.S.; Singh B.; Muhammad-Sukki F.; Bani N.A.; Saudi A.S.M.; Ardila-Rey J.A.
Published: (2019)

Machine Learning in Reverse Migration Classification
by: Mohd Hussain N.H.; Anuar A.; Masrom S.; Mohd T.; Ahmad N.A.; Byrd H.
Published: (2024)

Habitat filtering across tree life stages in tropical forest communities
by: Baldeck C.A.; Harms K.E.; Yavitt J.B.; John R.; Turner B.L.; Valencia R.; Navarrete H.; Bunyavejchewin S.; Kiratiprayoon S.; Yaacob A.; Supardi M.N.N.; Davies S.J.; Hubbell S.P.; Chuyong G.B.; Kenfack D.; Thomas D.W.; Dalling J.W.
Published: (2013)

Reduced Noise SMOTE in Machine Learning Model: Application in Water Quality Classification with Imbalanced Datasets
by: Nasaruddin N.; Masseran N.; Idris W.M.R.; Ul-Saufie A.Z.
Published: (2024)

Feature Selection Methods Using RBFNN Based on Enhance Air Quality Prediction: Insights from Shah Alam
by: Arafin, et al.
Published: (2024)

Water Quality Classification Using Machine Learning
by: Arifin F.F.T.; Idrus Z.; Halim S.A.; Ahmarofi A.A.; Ahmad K.A.
Published: (2023)

Audit and risk committee in financial crime prevention
by: Abdullah W.N.; Said R.
Published: (2019)

An empirical study of socioeconomic determinants of crime in Malaysia
by: Harun N.H.; Shaari M.S.; Ahmad T.S.T.
Published: (2021)

Public confidence in police competency to combat crime
by: Nair G.K.S.; Luqman A.; Vadeveloo T.; Shanmuggam S.; Iskandar H.
Published: (2013)