mohd aftar abu bakar, noratiqah mohd ariff, alia muhammad radzi, sarmela nadarajan, muhammed haziq muhammed nor, sarani zakaria.  (2026).  a job-based course recommender system using unsupervised machine learning for text clustering to promote a multidisciplinary curriculum.  - .  109 - 134. 

 

zaturrawiah ali omar, zamira hasanah zamzuri, mohd aftar abu bakar, noratiqah mohd ariff.  (2026).  automatic record linkage for structured datasets using unsupervised random forests model and natural break thresholding.  - journal of quality measurement and analysis.  277 - 296. 

 

aeshah ali mohammed, mohd aftar abu bakar, mohd mahayaudin mansor, noratiqah mohd ariff.  (2026).  air quality analysis using non-informative and weakly informative priors for autoregressive coefficients in the bsts model.  - matematika (mjiam).  155 - 171. 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin. faridatulazna ahmad shahabuddin.  (2026).  laporan insepsi kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin, faridatulazna ahmad shahabuddin.  (2026).  laporan interim kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

hua nian, fathin faizah said, abdul hafizh mohd azam, noratiqah mohd ariff.  (2025).  does esg implementation reduce bankruptcy risk of manufacturing and non-manufacturing firms? evidence from dynamic panel threshold model.  - finance research letters.  1 - 9. 

 

mohd shahrul mohd nadzir, tan mei shin, alvin chua, mohd zaim mohd nor, muhamad ikram a. wahab, tay kheng soo, mohd aftar abu bakar, noratiqah mohd ariff, mohd fadzil firdzaus mohd nor.  (2025).  gaseous elemental mercury (gem) in ambient air in malaysia and its health risk assessment.  - water, air and soil pollutions.  1 - 16. 

 

zaki khaslan, mohd shahrul mohd nadzir, hamimatunnisa johar, zhang siqi, nor azura sulong, faizal mohamed, shubhankar majumdar, fatin nur afiqah suris, nor syamimi sufiera limi hawari, jintu borah, maggie ooi chel gee, muhammad ikram a. wahab, mohd aftar.  (2024).  utilizing a low-cost air quality sensor: assessing air pollutant concentrations and risks using low-cost sensors in selangor, malaysia.  - water, air, & soil pollution.  2-25. 

 

zaturrawiah ali omar, zamira hasanah zamzuri, noratiqah mohd ariff, mohd aftar abu bakar.  (2023).  training data selection for record linkage classification.  - symmetry.  1-16. 

 

nur amira zainul armir, sarani zakaria, rawshan ara begum, noratiqah mohd ariff, norshamliza chamhuri, jalaludin harun, noorlaila mohd talib, mohd amin kadir.  (2022).  factors affecting industrial localization of timber mills in peninsular malaysia by econometric and spatial analysis.  - environment, development and sustainability.  7833-7850. 

 

muhammed haziq muhammed nor , mohd aftar abu bakar, noratiqah mohd ariff, wan hanna melini wan mohtar, bernard kok bang lee.  (2025).  navigating the missing data maze: exploring multiple imputation techniques for environmental performance index data.  - environmental research communications.  1 - 18. 

 

aeshah mohammed, mohd aftar abu bakar, mahayaudin m. mansor & noratiqah mohd ariff.  (2024).  modelling malaysia air quality data using bayesian structural time series models.  - sains malaysiana.  3817 - 3829. 

 

ariff, noratiqah mohd; bakar, mohd aftar abu; lim, han ying.  (2023).  prediction of pm10 concentration in malaysia using k-means clustering and lstm hybrid model.  - atmosphere.  1 - 21. 

 

noratiqah mohd ariff, mohd aftar abu bakar, han ying lim.  (2023).  prediction of pm10 concentration in malaysia using k-means clustering and lstm hybrid model.  - atmosphere.  1-21. 

 

fatin nur afiqah suris, mohd aftar abu bakar, noratiqah mohd ariff, mohd shahrul mohd nadzir, kamarulzaman ibrahim.  (2022).  malaysia pm10 air quality time series clustering based on dynamic time warping.  - atmosphere.  1-24. 

 

zaturrawiah ali omar, zamira hasanah zamzuri, mohd aftar abu bakar, noratiqah mohd ariff.  (2026).  automatic record linkage for structured datasets using unsupervised random forests model and natural break thresholding.  - journal of quality measurement and analysis.  277 - 296. 

 

hua nian, fathin faizah said, abdul hafizh mohd azam, noratiqah mohd ariff.  (2025).  does esg implementation reduce bankruptcy risk of manufacturing and non-manufacturing firms? evidence from dynamic panel threshold model.  - finance research letters.  1 - 9. 

 

mohd shahrul mohd nadzir, tan mei shin, alvin chua, mohd zaim mohd nor, muhamad ikram a. wahab, tay kheng soo, mohd aftar abu bakar, noratiqah mohd ariff, mohd fadzil firdzaus mohd nor.  (2025).  gaseous elemental mercury (gem) in ambient air in malaysia and its health risk assessment.  - water, air and soil pollutions.  1 - 16. 

 

muhammed haziq muhammed nor , mohd aftar abu bakar, noratiqah mohd ariff, wan hanna melini wan mohtar, bernard kok bang lee.  (2025).  navigating the missing data maze: exploring multiple imputation techniques for environmental performance index data.  - environmental research communications.  1 - 18. 

 

muhammed haziq muhammed nor, mohd aftar abu bakar, wan hanna melini wan mohtar, bernard lee kok bang, noratiqah mohd ariff.  (2025).  bridging the gap: a bibliometric analysis of the epi and its role in addressing environmental challenges.  - journal of quality measurement and analysis.  217 - 244. 

 

ahmed hasan mohammed allami, mohd aftar abu bakar, noratiqah mohd ariff.  (2024).  clustering currency exchange rates data using time series clustering technique based on autocorrelation-based fuzzy c-means similarity measure.  - aip conference proceedings.  1 - 11. 

 

mohd aftar abu bakar, noratiqah mohd ariff, nur syuhada yahya, nurul naqiah mansor.  (2024).  association rule mining of household expenditure survey in malaysia by using apriori algorithm.  - aip conference proceedings.  1 - 9. 

 

mohd aftar abu bakar, noratiqah mohd ariff, sor weki, mohd shahrul mohd nadzir.  (2024).  cluster analysis of air quality monitoring stations using fuzzy k-medoid clustering.  - aip conference proceedings.  1 - 12. 

 

fatin nur afiqah suris, mohd aftar abu bakar, noratiqah mohd ariff, mohd shahrul mohd nadzir.  (2024).  clustering of air monitoring stations in malaysia based on pm10 time series data by using k-shape.  - aip conference proceedings.  1 - 9. 

 

muhammed haziq muhammed nor, mohd aftar abu bakar, noratiqah mohd ariff, hasmirah hassan, siti amira nadia ahmad tajudin.  (2024).  big data analytics approaches for treatment of imbalance and missing values problems on high dimensionality dataset.  - aip conference proceedings .  1 - 18. 

 

mohd aftar abu bakar, noratiqah mohd ariff, alia muhammad radzi, sarmela nadarajan, muhammed haziq muhammed nor, sarani zakaria.  (2026).  a job-based course recommender system using unsupervised machine learning for text clustering to promote a multidisciplinary curriculum.  - .  109 - 134. 

 

mohd aftar abu bakar, noratiqah mohd ariff, abdul aziz jemain, adina najwa kamarudin.  (2023).  copula application in rainfall analysis.  - .  191-217. 

 

lim shau kee, noratiqah mohd ariff.  (2018).  analisis kelakuan pelajar berdasarkan teknik perlombongan peraturan kesatuan.  - .  168-172. 

 

nurul nabilah anis, noratiqah mohd ariff.  (2018).  penilaian kemampuan perumahan yang mampan di semenanjung malaysia menggunakan kaedah copras.  - .  223-226. 

 

fatima ainmardiah salami mohd taha & noratiqah mohd ariff.  (2017).  pengelompokan pelanggan menerusi analisis rfm.  - .  149-152. 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin. faridatulazna ahmad shahabuddin.  (2026).  laporan insepsi kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin, faridatulazna ahmad shahabuddin.  (2026).  laporan interim kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin, faridatulazna ahmad shahabuddin.  (2026).  draf laporan akhir kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

zaidi isa, mohd aftar abu bakar, noratiqah mohd ariff, zamira hasanah zamzuri, munira ismail.  (2023).  manual kalkulator bnm.  - .  1-14. 

 

noratiqah mohd ariff, mohd aftar abu bakar.  (2022).  pengvisualan dan penceritaan membawa makna kepada data.  - majalah sains.  1-6. 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin. faridatulazna ahmad shahabuddin.  (2026).  laporan insepsi kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin, faridatulazna ahmad shahabuddin.  (2026).  laporan interim kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

mohd aftar abu bakar, nur riza mohd suradi, zainol mustafa, noratiqah mohd ariff, norngainy mohd tawil, noviatin syarifuddin, faridatulazna ahmad shahabuddin.  (2026).  draf laporan akhir kajian separuh penggal dasar komuniti negara (dkomn).  - .  . 

 

noratiqah binti mohd ariff;kamarulzaman bin ibrahim;mohd aftar bin abu bakar.  (2023).  parameter estimation of probability distributions for extreme air pollution events using maximum product spacings method.  - .  . 

 

zaidi isa, mohd aftar abu bakar, noratiqah mohd ariff, zamira hasanah zamzuri, munira ismail.  (2023).  manual kalkulator bnm.  - .  1-14. 

 
KPM

MATHEMATICS AND STATISTICS
Applied Statistics, Computational Statistics, Data Analysis, Statistical Modelling
Pengalaman / Experience : 15 tahun/years(s)

STATISTIK (SAINS DATA)
Data Analytics
Pengalaman / Experience : 15 tahun/years(s)


MRDCS