prof. dr. azuraliza binti abu bakar

pensyarah universiti

pusat kajian teknologi kecerdasan buatan (cait)

 azuraliza@ukm.edu.my

No. sambungan :  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.

  • 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. 

     

    ibrahim said ahmad, azuraliza abu bakar, mohd ridzwan yaakub, shamsuddeen hassan muhammad.  (2020).  machine learning techniques in movie revenue prediction: a systematic review.  - sn computer science.  1-14. 

     

    ibrahim ahmad said, azuraliza abu bakar, mohd ridzwan yaakub.  (2020).  movie revenue prediction based on purchase intention mining using youtube trailer reviews.  - information processing and management.  1-15. 

     

    amin mahmoudi, azuraliza abu bakar, mehdi sookhak, mohd ridzwan yaakub.  (2020).  a temporal user attribute-based algorithm to detect communities in online social networks.  - ieee access.  15436-15438. 

     

    rusnita isnin@hamdan, azuraliza abu bakar, nur samsiah sani.  (2020).  does artificial intelligence prevail in poverty measurement?.  - journal of physics: conference series.  1-13. 

     

    ibrahim ahmad said, azuraliza abu bakar, mohd ridzwan yaakub.  (2020).  movie revenue prediction based on purchase intention mining using youtube trailer reviews.  - information processing and management.  1-15. 

     

    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. 

     

    amin mahmoudi, azuraliza abu bakar, mehdi sookhak, mohd ridzwan yaakub.  (2020).  a temporal user attribute-based algorithm to detect communities in online social networks.  - ieee access.  15436-15438. 

     

    herman yuliansyah, zulaiha ali othman, azuraliza abu bakar.  (2020).  taxonomy of link prediction for social network analysis: a review.  - ieee access.  83470-83487. 

     

    maryam mousavi, hassan khotanlou, azuraliza abu bakar, mohammadmahdi vakilian.  (2020).  varying density method for data stream clustering.  - applied soft computing.  1-14. 

     

    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. 

     

    siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub.  (2019).  ant colony optimization for text feature selection in sentiment analysis.  - intelligent data analysis.  133-158. 

     

    siti rohaidah ahmad, azuraliza abu bakar, mohd ridzwan yaakub.  (2019).  a review of feature selection in sentiment analysis.  - intelligent data analysis.  159-189. 

     

    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). 

     

    anis suhailis abdul kadir, azuraliza abu bakar, and abdul razak hamdan.  (2013).  frequent positive and negative itemsets approach for network intrusion detection.  - communications in computer and information science (ccis) - soft computing applications and intelligent systems : 2nd international multi-conference on artificial intelligence technology (m-cait 2013). 

     

    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. 

     

    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. 

     

    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. 

     

    abdul razak hamdan, mohd zakree ahmad nazri & azuraliza abu bakar.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 25. 

     

    abdul razak hamdan, azuraliza abu bakar & mohd zakree ahmad nazri.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 290. 

     

    almahdi alshareef, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah & othman jaafar.  (2016).  emerging trends and advanced technologies for computational intelligence.  - 18. 

     

    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. 

     

    abdul razak hamdan, mohd zakree ahmad nazri & azuraliza abu bakar.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 25. 

     

    azuraliza abu bakar & zulaiha ali othman.  (2017).  penyelidikan komputeran dalam era revolusi industri 4.0.  - 5. 

     

    almahdi alshareef, azuraliza abu bakar, abdul razak hamdan, sharifah mastura syed abdullah & othman jaafar.  (2016).  emerging trends and advanced technologies for computational intelligence.  - 18. 

     

    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. 

     

    lilia halim, nurazidawati mohamad arsad, nor aishah buang, kamisah osman, azmin sham rambely, mohd zaidi omar, salwani abdullah, azuraliza abu bakar.  (2020).  intervensi pembangunan website online mentoring: estementoring.  - 1-26. 

     

    mohd ridzwan bin yaakub;azuraliza binti abu bakar;azrulhizam bin shapi`i;norefrina shafinaz binti md nor;noh bin amit;haryanti binti mohd affandi;tengku elmi azlina binti tengku muda.  (2020).  persepsi guru terhadap penggunaan ict bagi kelas pra sekolah.  -

     

    nor samsiah binti sani;zulaiha binti ali othman;azuraliza binti abu bakar.  (2020).  enhancement of substructual analysis (ssa) method using deep learning approach.  -

     

    lilia bt. halim, nurazidawati binti mohamad arsad, nor aishah binti buang, kamisah bt. osman, azmin sham binti rambely, mohd. zaidi bin omar, salwani binti abdullah, azuraliza binti abu bakar.  (2019).  laporan cabaran perdana pengukuhan stem.  - 1-15. 

     

    suhaila binti zainudin;noraidah bt. sahari @ ashaari;siti fadzilah binti mat noor;tengku siti meriam binti tengku wook;masnizah binti mohd;mohd ridzwan bin yaakub;hazura binti mohamed;azuraliza binti abu bakar.  (2018).  meramal sentimen umum tehadap ukm menerusi media sosial.  -