pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
No. Telefon Rasmi : 0193016811
No. rasmi:
UKM : 03 8921 5555
Biografi/ Biography :
Azuraliza Abu Bakar is a Professor in Data Mining at Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia since 2011. She received her PhD in Artificial Intelligence from Universiti Putra Malaysia in 2002). Her main research areas are Data Analytics and Artificial Intelligence specifically in Rough Set Theory, Feature Selection Algorithms, Nature Inspired Computing and Sentiment Analysis. She is the head of 13 research projects (including 3 in progress) and member of 42 research projects. Currently she is the head of LAB40: Living Analytics for Enhancing The B40’s Wellbeing Program. LAB40 is a program that combines data analytics research in the areas of the people well-being including poverty, socio-economics, health security, education, and gender for intelligent decision-making that enhances the well-being of the people, especially the B40s. She has supervised 24 completed and 8 in progress PhDs and more than 50 MSc and BSc students. She has published 109 research journals, 7 book chapters and more than 90 research proceedings. Her main publication fingerprints are data mining, feature extraction, rough set theory, association rules, classifier, particle swarms optimization, data stream mining, and Artificial immune systems. In UKM she teaches Advanced Artificial Intelligence, Data Mining and Knowledge Discovery, and Fundamental of Data Science. She has served as Panel of Evaluation for development of Data Science Program in several Malaysia University UTEM, UiTM, and UTM, and Intelligent System Program in UUM. She is a member of IEEE Computational Intelligence Society.
nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar;afzan binti adam;abdul hadi bin abd rahman. (2023). analitik prestasi dan tingkah laku pelajar b40 di pendidikan tinggi malaysia berasaskan teknik penyatuan pembelajaran mesin. - . .
normadiah mahiddin, zulaiha ali othman, azuraliza abu bakar, nur arzuar abdul rahim. (2022). an interrelated decision-making model for an intelligent decision support system in healthcare. - ieee access. 31660-31676.
md ahsan ul hasan, azuraliza abu bakar mohd ridzwan yaakub, nor samsiah sani. (2022). defining meaningful communities in online social networks: a systematic literature review. - data analytics and optimisation seminar (daos 2022). 80-85.
nor ashikin mohamad kamal, azuraliza abu bakar, suhaila zainudin. (2022). gpcr protein feature representation using discrete wavelet transform and particle swarm optimisation algorithm. - the international journal of multimedia and its applications. 1-16.
yousra abudaqqa, zulaiha ali othman and azuraliza abu bakar. (2022). investigate the effectiveness of ordering class data in the dendritic cell algorithm. - seminar data analitik dan pengoptimuman daos 2022. 96-103.
nor ashikin mohamad kamal, azuraliza abu bakar, suhaila zainudin. (2022). optimization of discrete wavelet transform feature representation and hierarchical classification of g-protein coupled receptor using firefly algorithm and particle swarm optimization. - applied sciences. 1-19.
normadiah mahiddin, zulaiha ali othman, azuraliza abu bakar, nur arzuar abdul rahim. (2022). an interrelated decision-making model for an intelligent decision support system in healthcare. - ieee access. 31660-31676.
mohammed alweshah, saleh alkhalaileh, mohammed azmi al-betar, azuraliza abu bakar. (2022). coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis. - knowledge based systems. 1-19.
mariah abdul rahman, nor samsiah sani, rusnita hamdan, zulaiha ali othman, azuraliza abu bakar. (2021). a clustering approach to identify multidimensional poverty indicators for the bottom 40 percent group. - plos one. 1-25.
mustafa tareq, elankovan a sundararajan, aaron harwood, azuraliza abu bakar. (2021). a systematic review of density grid-based clustering for data streams. - ieee access. 579-596.
raja azhan syah raja wahab & azuraliza abu bakar. (2021). digital economy tax compliance model in malaysia using machine learning approach. - sains malaysiana. 2059-2077.
izhar che zainol rashid, azuraliza abu bakar, hazura mohamed, suhaila zainudin. (2021). fuzzy c-means clustering for rainfall signature detection and towards understanding weather patterns. - international journal of global warming. 162-180.
azuraliza abu bakar, rusnita hamdan, nor samsiah sani. (2020). ensemble learning for multidimensional poverty classification. - sains malaysiana. 447-459.
zulaiha ali othman, azuraliza abu bakar, nor samsiah sani, jamaludin sallim. (2020). household overspending model amongst b40, m40 and t20 using classification algorithm. - (ijacsa) international journal of advanced computer science and applications. 392-399.
amin mahmoudi, mohd ridzwan yaakub and azuraliza abu bakar. (2020). a new real-time link prediction method based on user community changes in online social networks. - the computer journal. 448-459.
normadiah mahiddin, zulaiha ali othman, azuraliza abu bakar, nur arzuar abdul rahim. (2022). an interrelated decision-making model for an intelligent decision support system in healthcare. - ieee access. 31660-31676.
nor ashikin mohamad kamal, azuraliza abu bakar, suhaila zainudin. (2022). gpcr protein feature representation using discrete wavelet transform and particle swarm optimisation algorithm. - the international journal of multimedia and its applications. 1-16.
amalia mabrina rus, zulaiha ali othman, azuraliza abu bakar, suhaila zainuddin. (2022). a hierarchical stdbscan with three neighborhood boundary clustering algorithm for clustering spatio temporal data. - international journal of advanced computer science and applications. 614-626.
nor ashikin mohamad kamal, azuraliza abu bakar, suhaila zainudin. (2022). optimization of discrete wavelet transform feature representation and hierarchical classification of g-protein coupled receptor using firefly algorithm and particle swarm optimization. - applied sciences. 1-19.
herman yuliansyah, zulaiha ali othman, azuraliza abu bakar. (2022). extending adamic adar for cols-start in link prediction based on network metrics. - international journal of advanced of intelligent informatics. 1-14.
rusnita isnin@hamdan, azuraliza abu bakar, nur samsiah sani. (2020). does artificial intelligence prevail in poverty measurement?. - journal of physics: conference series. 1-13.
mohamad farhan mohamad mohsein, abdul razak hamdan, azuraliza abu bakar. (2015). an evaluation of feature selection technique for dendrite cell algorithm. - 4th 2014 international conference on it convergence and security, icitcs 2014; beijing; china; 28 october 2014 through 30 october 2014. .
shahrul azman noah, azizi abdullah, haslina arshad, azuraliza abu bakar, zulaiha ali othman, shahnorbanum sahran, nazlia omar, zalinda othman. (2013). soft computing applications and intelligent systems : communications in computer and information science (ccis). - communications in computer and information science (ccis) - soft computing applications and intelligent systems : 2nd international multi-conference on artificial intelligence technology (m-cait 2013). .
nabilah filzah mohd radzuan, zalinda othman, azuraliza abu bakar. (2013). uncertain time series in weather prediction. - procedia technology - the 4th international conference on electrical engineering and informatics (iceei 2013). 558-565.
ting ah choo; bakar, aa; talebi, ab.; sundararajan, e.; rahmany, m.. (2013). classification modeling on distributed environment. - 2013 ieee conference on open systems (icos), kuching sarawak.. 209-214.
azuraliza abu bakar, ruzy suliza hashim, jamaluddin aziz, mohd helmie langmeri & shahrum yusof. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 28.
raja azhan syah raja wahab & azuraliza abu bakar. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 29.
azuraliza abu bakar, zalinda othman, suhaila zainudin. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 251.
maryam mousavi, azuraliza abu bakar. (2021). online-offline varying density method for data stream clustering. - . 127.
siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub. (2021). kaedah kejiranan semut untuk pemilihan fitur dalam analisis sentimen. - . 136.
azuraliza abu bakar, zalinda othman, suhaila zainuddin. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 6.
raja azhan syah raja wahab & azuraliza abu bakar. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 29.
azuraliza abu bakar, ruzy suliza hashim, jamaluddin aziz, mohd helmie langmeri & shahrum yusof. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 28.
idheba mohamed ali o. swesi, azuraliza abu bakar. (2020). intelligent information and database systems: recent developments. - . 14.
azuraliza abu bakar & nor samsiah sani. (2018). sains data penerokaan pengetahuan dari data raya. - . 22.
azuraliza abu bakar, zalinda othman, suhaila zainudin. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 251.
siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub. (2021). kaedah kejiranan semut untuk pemilihan fitur dalam analisis sentimen. - . 136.
maryam mousavi, azuraliza abu bakar. (2021). online-offline varying density method for data stream clustering. - . 127.
abdul razak hamdan, azuraliza abu bakar & mohd zakree ahmad nazri. (2018). sains data penerokaan pengetahuan dari data raya. - . 290.
a.a. bakar , m.n. sulaiman , m. othman & m.h. selamat. (2003). a propositional satisfiability approach in mining compact rules. - . 197-204.
nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar;afzan binti adam;abdul hadi bin abd rahman. (2023). analitik prestasi dan tingkah laku pelajar b40 di pendidikan tinggi malaysia berasaskan teknik penyatuan pembelajaran mesin. - . .
lau yong jie, azuraliza abu bakar. (2022). pengelasan sentimen terhadap vaksinasi covid-19 dengan menggunakan pembelajaran meisn. - . 1-27.
ng wei shen, azuraliza abu bakar. (2022). model pembelajaran mendalam untuk meramal kes covid-19 di malaysia menggunakan integrasi data cuaca. - . 1-22.
teng wei zhun, azuraliza abu bakar. (2022). model ramalan risiko pesakit covid-19 menggunakan pendekatan pembelajaran mesin. - . 1-22.
nazlia binti omar;azuraliza binti abu bakar;lailatul qadri binti zakaria;sabrina binti tiun. (2022). malay language sentiment lexicon generation using a hybrid of dictionary and corpus based approach. - . .
| Geran / Grant | Kolaborator / Collaborator | Status |
|---|---|---|
| MULTIMODAL DEEP NEURAL NETWORKS (DNN) FOR FAKE PROPERTY LISTINGS PREDICTION BASED ON MULTI-SOURCE DATA FUSION | faizal bin abd kadir | 34.5% (2022-10-01 sehingga 2024-09-30) |
| MODEL PERAMALAN HOLISTIK PRESTASI PELAJAR MELALUI GABUNGAN TEKNIK STATISTIK MULTIPEMBOLEHUBAH DAN PEMBELAJARAN MESIN | suruhanjaya perkhidmatan awam malaysia | 99.6% (2020-12-15 sehingga 2023-06-14) |