pensyarah universiti
jabatan sains matematik
aftar@ukm.edu.my
Teknologi Digital dan Terkehadapan,
alanazi, w. m. t., abu bakar, m. a., you, h. w.. (2025). gradient-boosting classifier with shapley additive explanations for analysis of obesity risk in saudi arabia. - malaysian journal of mathematical sciences. 1271 - 1288.
abdul razak, shairah, md zoqratt, muhammad zarul hanifah, che zol, nur mardhiatuaini, abu bakar, mohd aftar, raja ali, raja affendi, mohd mokhtar, norfilza, hasain, zubaidah. (2025). targeting gut microbiota and metabolism - a probiotic case study in post-partum malaysian women. - tokyo microbiota 2025. .
siti shaliza mohd khairi, mohd aftar abu bakar, mohd almie alias, sakhinah abu bakar, nurwahyuna rosli, mohsen farid. (2025). shearlet transform and convolutional neural network for histopathology images in breast cancer classification. - malaysian journal of fundamental and applied sciences (mjfas). 2288 - 2302.
siti nabilah mahdzar, mohd aftar abu bakar, nadiatur akmar zulkifli, mahanem mat noor, mohd hafiz abdul rahman, norfarhan mohd-assa’ad, shairah abdul razak. (2025). geographical distribution and phenotypic characterization of malin sheep in three selected states of peninsular malaysia. - journal of animal science and technology. 1 - 22.
mohd aftar abu bakar, wan nurul huda w mamat saufi, noratiqah mohd ariff. (2025). sentiment and emotion in malay news: a comprehensive analysis using sentiment analysis. - journal of nusantara studies. 342 - 367.
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.
siti nabilah mahdzar, mohd aftar abu bakar, nadiatur akmar zulkifli, mahanem mat noor, mohd hafiz abdul rahman, norfarhan mohd-assa’ad, shairah abdul razak. (2025). geographical distribution and phenotypic characterization of malin sheep in three selected states of peninsular malaysia. - journal of animal science and technology. 1 - 22.
nur fariha syaqina zulkepli, vine nwabuisi madukpe, mohd salmi md noorani, mohd aftar abu bakar, r. u. gobithaasan, ooi cheng jie. (2024). topological clustering in investigating spatial patterns of particulate matter between air quality monitoring stations in malaysia. - air quality, atmosphere & health. 2647 - 2659.
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.
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.
laila naji ba dakhn, mohd aftar abu bakar, razik ridzuan mohd tajuddin, kamarulzaman ibrahim. (2024). bayesian approach for estimating the parameters of the time-to-failure distribution and its percentiles under power degradation model. - sains malaysiana. 3215 - 3227.
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.
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.
wadha mohammed t. alanazi, mohd aftar abu bakar, huay woon you. (2025). hybrid tree-ensemble models integrating extreme value theory for obesity analysis in saudi arabia. - jp journal of biostatistics. 485 - 504.
siti shaliza mohd khairi, mohd aftar abu bakar, mohd almie alias, sakhinah abu bakar, nurwahyuna rosli, mohsen farid. (2025). shearlet transform and convolutional neural network for histopathology images in breast cancer classification. - malaysian journal of fundamental and applied sciences (mjfas). 2288 - 2302.
siti nabilah mahdzar, mohd aftar abu bakar, nadiatur akmar zulkifli, mahanem mat noor, mohd hafiz abdul rahman, norfarhan mohd-assa’ad, shairah abdul razak. (2025). geographical distribution and phenotypic characterization of malin sheep in three selected states of peninsular malaysia. - journal of animal science and technology. 1 - 22.
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.
wei, justin ang kang, mansor, mahayaudin m., derasit, zuraidah, bakar, mohd aftar abu, ul-saufie, ahmad zia, hamzah, firdaus mohamad. (2024). quantifying the benefits of implementing big data analytics on consumers’ online purchase intentions in e-commerce. - 2024 ieee international conference on computing, icoco 2024. 18 - 23.
mansor, mahayaudin m., ibrahim, nurain, radi, noor fadhilah ahmad, rahim, nadirah abdul, yahaya, syarul heiry, bakar, mohd aftar abu, zakaria, roslinazairimah. (2024). discrepancy and thematic bibliometric analyses of the remaining limitations in artificial intelligence. - 2024 ieee international conference on computing, icoco 2024. 485 - 490.
mahayaudin m. mansor, nurain ibrahim, ivan yeo, mohd aftar abu bakar, sukhminder kaur, fatimah abdul razak. (2024). correlation network analysis of asean foreign direct investment. - 2023 ieee international conference on computing (icoco 2023). 142-147.
mohd aftar abu bakar, noratiqah mohd ariff, pang hwei man, mohd shahrul mohd nadzir. (2024). forecasting the air quality time series data using univariate and multivariate convolutional neural network models. - 3rd international conference on applied & industrial mathematics and statistics 2022 (icoaims 2022). 04001.
noratiqah mohd ariff, mohd aftar abu bakar, lew xin yi, mohd shahrul mohd nadzir. (2024). comparison study on dissimilarity measures for hierarchical clustering of air pollutants in peninsular malaysia. - 3rd international conference on applied & industrial mathematics and statistics 2022 (icoaims 2022). 09000.
zainol mustafa, norkisme zainal abidin, nur riza mohd suradi, wan rosmanira ismail, nik aisyah safirah mohd harith, mohd aftar abu bakar, mohd rashid ab hamid, mohd saiful izwaan saadon, nur jumaadzan zaleha mamat. (2023). mengenal pasti isu-isu yang menjadi perhatian masyarakat di negeri terengganu. - . 1-47.
mohd aftar abu bakar, noratiqah mohd ariff, abdul aziz jemain, adina najwa kamarudin. (2023). copula application in rainfall analysis. - . 191-217.
ng mei ting, mohd aftar abu bakar. (2018). analisis ramalan san siri masa data twitter. - . 191-195.
eu xiu hui, mohd. aftar abu bakar. (2018). kajian penerokaan ritma harian twitter di malaysia. - . 145-149.
nurul fatin ismah & mohd aftar abu bakar. (2017). pemodelan penularan kes jangkitan virus influenza a (h1n1). - . 236-239.
zaidi isa, mohd aftar abu bakar, noratiqah mohd ariff, zamira hasanah zamzuri, munira ismail. (2023). manual kalkulator bnm. - . 1-14.
zainol mustafa, norkisme zainal abidin, nur riza mohd suradi, wan rosmanira ismail, nik aisyah safirah mohd harith, mohd aftar abu bakar, mohd rashid ab hamid, mohd saiful izwaan saadon, nur jumaadzan zaleha mamat. (2023). mengenal pasti isu-isu yang menjadi perhatian masyarakat di negeri terengganu. - . 1-47.
zainol mustafa, norkisme zainal abidin, nur riza mohd suradi, wan rosmanira ismail, mas nordiana rusli, siti aisyah safirah mohd harith, mohd aftar abu bakar, mohd rashid ab hamid, mohd saiful izwaan saadon, nur jumaadzan zaleha mamat. (2023). keutamaan dan kepuasan masyarakat terhadap isu terkini di terengganu. - . 86.
mohd aftar abu bakar, noratiqah mohd ariff, sakhinah abu bakar, goh pei chi, ramyah rajendran. (2022). peramalan kualiti udara menggunakan kaedah pembelajaran mendalam rangkaian perlingkaran temporal (tcn). - sains malaysiana. 3783-3791.
noratiqah mohd ariff, mohd aftar abu bakar. (2022). pengvisualan dan penceritaan membawa makna kepada data. - majalah sains. 1-6.
1. prof. dr. mohd salmi bin md noorani (k005224) 2. prof. madya dr. liong choong yeun (k006980) 3. prof. madya dr. mohd aftar bin abu bakar (k017073) 4. prof. madya dr. fatimah binti abdul razak (k015732) 5. muhammad imran bin sapini (p102961). (2025). characterization of aging key-players based on network topological properties using deep learning algorithm. - . .
abdul razak, shairah, md zoqratt, muhammad zarul hanifah, che zol, nur mardhiatuaini, abu bakar, mohd aftar, raja ali, raja affendi, mohd mokhtar, norfilza, hasain, zubaidah. (2025). targeting gut microbiota and metabolism - a probiotic case study in post-partum malaysian women. - tokyo microbiota 2025. .
zaidi isa, mohd aftar abu bakar, noratiqah mohd ariff, zamira hasanah zamzuri, munira ismail. (2023). manual kalkulator bnm. - . 1-14.
shairah abdul razak, zubaidah hasain, norfilza mohd mokhtar, mohd aftar abu bakar, raja affendi raja ali. (2023). impact of probiotics on gut microbiome in postpartum women with history of gestational diabetes mellitus(gdm): comprehensive analysis using predicting modelling towards optimal clinical care. - . 1-7.
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. - . .
MATHEMATICS AND STATISTICS :PURE AND APPLIED SCIENCES
Time Series Analysis
Pengalaman / Experience : 18 tahun/years(s)
MACHINE LEARNING :ARTIFICIAL INTELLIGENCE
Predictive Modelling
Pengalaman / Experience : 16 tahun/years(s)
DATA SCIENCES & DATA ANALYTICS :INFORMATION AND COMMUNICATION TECHNOLOGY
Data Analytics
Pengalaman / Experience : 18 tahun/years(s)
STATISTIK (SAINS DATA) :MATHEMATIC AND STATISTIC
Data Analytics
Pengalaman / Experience : 16 tahun/years(s)