prof. dr. azuraliza binti abu bakar

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.

  • 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. 

     

    maladh mahmood shakir, zalinda othman, azuraliza abu bakar.  (2022).  tec forecasting using optimized variational mode decomposition and elman neural networks.  - international journal of advanced computer science and applications.  482-491. 

     

    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.  -

     

    mohd ridzwan bin yaakub;azuraliza binti abu bakar.  (2022).  eksplorasi sains data.  -

     

    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. 

     

    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. 

     

    abdollah ansari, ibrahim said ahmad, azuraliza abu bakar and mohd ridzwan yaakub.  (2020).  a hybrid metaheuristic method in training artificial neural network for bankruptcy prediction.  - ieee access.  17664-17665. 

     

    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. 

     

    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. 

     

    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. 

     

    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. 

     

    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.  -

     

    mohd ridzwan bin yaakub;azuraliza binti abu bakar.  (2022).  eksplorasi sains data.  -

     

    lilia bt. halim;nor aishah binti buang;kamisah bt. osman;azmin sham binti rambely;mohd. zaidi bin omar;salwani binti abdullah;azuraliza binti abu bakar.  (2021).  the effectiveness of blended stem mentoring program.  -

     

    nor azlan bin nor muhammad;zeti azura binti mohamed hussein;azuraliza binti abu bakar;nor samsiah binti sani;nurul syakima binti ab mutalib;ang mia yang.  (2021).  developing a deep learning method for integrating and identifying signatures in multi-omics data for ovarian serous cystadenocarcinoma.  -

     

    mohd. zaidi bin omar;lilia bt. halim;azmin sham binti rambely;azuraliza binti abu bakar;azami bin zaharim;rosdiadee bin nordin;mohamad sattar bin rasul.  (2021).  pengaruh pencapaian akademik dalam subjek stem terhadap kebolehgajian graduan teknologis.  -