pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
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.
rusnita hamdan@isnin, azuraliza abu bakar, nor samsiah sani. (2024). kaedah penyatuan fitur dan pembelajaran mesin bergabung untuk model klasifikasi kemiskinan pelbagai dimensi. - . 145.
setiadi, tedy., yaakub, mohd ridzwan., & bakar, azuraliza abu. (2024). strategies for improving the quality of community detection based on modularity optimization. - iaes international journal of artificial intelligence. 1794-1804.
makera moayad aziz, mohd ridzwan yaakub, & azuraliza abu bakar. (2024). incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining. - neural computing and applications. 1-18.
md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub. (2024). measuring user influence in real-time on twitter using behavioural features. - physica a: statistical mechanics and its applications. 1-21.
makera moayad aziz, azuraliza abu bakar, mohd ridzwan yaakub. (2024). corenlp dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis. - journal of king saud university - computer and information sciences. 1-20.
makera moayad aziz, mohd ridzwan yaakub, & azuraliza abu bakar. (2024). incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining. - neural computing and applications. 1-18.
makera moayad aziz, azuraliza abu bakar, mohd ridzwan yaakub. (2024). corenlp dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis. - journal of king saud university - computer and information sciences. 1-20.
md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub. (2024). measuring user influence in real-time on twitter using behavioural features. - physica a: statistical mechanics and its applications. 1-21.
mohammed shantal, zalinda othman and azuraliza abu bakar. (2023). a novel approach for data feature weighting using correlation coefficients and minmax normalization. - symmetry. 1-18.
herman yuliansyah, zulaiha ali othman, azuraliza abu bakar. (2023). a new link prediction method to alleviate the cold-start problem based on extending common neighbor and degree centrality. - physica a: statistical mechanics and its applications. 1-12.
mohd.ridzuan ab. khalil, azuraliza abu bakar. (2023). a comparative study of deep learning algorithms in univariate and multivariate forecasting of the malaysian stock market. - sains malaysiana. 993-1009.
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.
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.
setiadi, tedy., yaakub, mohd ridzwan., & bakar, azuraliza abu. (2024). strategies for improving the quality of community detection based on modularity optimization. - iaes international journal of artificial intelligence. 1794-1804.
makera moayad aziz, mohd ridzwan yaakub, & azuraliza abu bakar. (2024). incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining. - neural computing and applications. 1-18.
md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub. (2024). measuring user influence in real-time on twitter using behavioural features. - physica a: statistical mechanics and its applications. 1-21.
makera moayad aziz, azuraliza abu bakar, mohd ridzwan yaakub. (2024). corenlp dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis. - journal of king saud university - computer and information sciences. 1-20.
tedy setiadi, mohd ridzwan yaakub, and azuraliza abu bakar. (2023). community detection methods in library's books and borrowers social network segmentation. - journal of advances in information technology (jait). 1177-1185.
md ahsan ul hasan, azuraliza abu bakar, mohd ridzwan yaakub. (2024). detecting community through user similarity analysis on twitter. - 2024 18th international conference on ubiquitous information management and communication (imcom). 1-6.
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.
rusnita hamdan@isnin, azuraliza abu bakar, nor samsiah sani. (2024). kaedah penyatuan fitur dan pembelajaran mesin bergabung untuk model klasifikasi kemiskinan pelbagai dimensi. - . 145.
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.
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.
rusnita hamdan@isnin, azuraliza abu bakar, nor samsiah sani. (2024). kaedah penyatuan fitur dan pembelajaran mesin bergabung untuk model klasifikasi kemiskinan pelbagai dimensi. - . 145.
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.
azuraliza abu bakar, zalinda othman, suhaila zainudin. (2021). kajian sains data dalam analitik kesejahteraan rakyat. - . 251.
abdul razak hamdan, azuraliza abu bakar & mohd zakree ahmad nazri. (2018). sains data penerokaan pengetahuan dari data raya. - . 290.
norizan abdul razak. (2023). sdg 5 gender inclusivity in the digital economy. - the 29th international sustainable development research society. 1.
mohd ridzwan bin yaakub;azuraliza binti abu bakar;zalinda binti othman. (2023). sentiment based predictive model for malaysia post-covid 19 tourism industry development. - . .
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. - . .
mohd ridzwan bin yaakub;azuraliza binti abu bakar. (2022). eksplorasi sains data. - . .
ng wei shen, azuraliza abu bakar. (2022). model pembelajaran mendalam untuk meramal kes covid-19 di malaysia menggunakan integrasi data cuaca. - . 1-22.
| 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 | 91.1% (2022-10-01 sehingga 2024-09-30) |