prof. dr. masri binti ayob

pensyarah universiti

pusat kajian teknologi kecerdasan buatan (cait)

No. Telefon Rasmi :  0389216726

No. rasmi:
UKM : 03 8921 5555



   Biografi/ Biography :

  • Prof Dr Masri Ayob is a lecturer in the Faculty of Information Science and Technology at the Universiti Kebangsaan Malaysia (UKM) since 1997. She has obtained her PhD in Computer Science at The University of Nottingham in 2005. Her main research areas include meta-heuristics, hyper-heuristics, scheduling and timetabling, especially educational timetabling, healthcare scheduling and routing problems. She has published more than 150 papers at international journals and at peer-reviewed international conferences. She has been served as a programme committee for more than 50 international conferences and reviewers for high impact journals. She was a member of ASAP research group at the The University of Nottingham. Currently, she is a principle researcher in Data Mining and Optimisation Research Group (DMO), Centre for Artificial Intelligent (CAIT), UKM.

  • siti norul huda sheikh abdullah, masri ayob, mohd syazwan baharuddin.  (2023).  laporan sitasi ftsm sehingga 2022 (unit p&i).  - lp-ftsm-2023-001.  1-15. 

     

    hossam m. j. mustafa, masri ayob, hisham a. shehadeh, abd sawsan abu-taleb.  (2023).  multi-objective memetic differential evolution optimization algorithm for text clustering problems.  - neural computing and applications.  1711-1731. 

     

    narjes khatoon naseri, elankovan sundararajan, masri ayob.  (2023).  smart root search (srs) in solving service time-cost optimization in cloud computing service composition (stcoccsc) problems.  - symmetry.  1-21. 

     

    musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, anas arram and sura khalaf.  (2023).  breast cancer diagnosis using the fast learning network algorithm.  - frontiers in oncology.  1-16. 

     

    adil yaseen taha, sabrina tiun, abdul hadi abd rahman, masri ayob and ali sabah abdulameer.  (2022).  unified graph-based missing label propagation method for multilabel text classification.  - symmetry.  286-307. 

     

    hossam m. j. mustafa, masri ayob, hisham a. shehadeh, abd sawsan abu-taleb.  (2023).  multi-objective memetic differential evolution optimization algorithm for text clustering problems.  - neural computing and applications.  1711-1731. 

     

    musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, anas arram and sura khalaf.  (2023).  breast cancer diagnosis using the fast learning network algorithm.  - frontiers in oncology.  1-16. 

     

    narjes khatoon naseri, elankovan sundararajan, masri ayob.  (2023).  smart root search (srs) in solving service time-cost optimization in cloud computing service composition (stcoccsc) problems.  - symmetry.  1-21. 

     

    mohamad khairulamirin md razali, abdul hadi abd rahman, masri ayob, razman jarmin, faizan qamar, graham kendall.  (2022).  research trends in the optimization of the master surgery scheduling problem.  - ieee access.  91466-91480. 

     

    adil yaseen taha, sabrina tiun, abdul hadi abd rahman, masri ayob and ali sabah abdulameer.  (2022).  unified graph-based missing label propagation method for multilabel text classification.  - symmetry.  286-307. 

     

    anahita ghazvini, siti norul huda sheikh abdullah, masri ayob.  (2019).  a recent trend in individual counting approach using deep network.  - international journal of interactive multimedia and artificial intelligence.  5-14. 

     

    hossam m. j. mustafa, masri ayob, mohd zakree ahmad nazri, sawsan abu-taleb.  (2019).  multi-objectives memetic discrete differential evolution algorithm for solving the container pre-marshalling problem.  - journal of information and communication technology.  77-96. 

     

    musatafa abbas abbood albadr, sabrina tiun, masri ayob, fahad taha al-dhief.  (2019).  spoken language identification based on optimised genetic algorithm extreme learning machine approach.  - international journal of speech technology.  711-727. 

     

    samar kamil, masri ayob, siti norul huda sheikh abdullah, zulkifli ahmad.  (2018).  lightweight and optimized multi-layer data hiding using video steganography paper.  - international journal of advanced computer science and applications. 

     

    esam taha yassen, anas arram, masri ayob, mohd zakree ahmad nazri.  (2017).  a constructive heuristic for police patrol routing problems.  - pertanika journal science and technology.  87-96. 

     

    hossam m. j. mustafa, masri ayob, hisham a. shehadeh, abd sawsan abu-taleb.  (2023).  multi-objective memetic differential evolution optimization algorithm for text clustering problems.  - neural computing and applications.  1711-1731. 

     

    narjes khatoon naseri, elankovan sundararajan, masri ayob.  (2023).  smart root search (srs) in solving service time-cost optimization in cloud computing service composition (stcoccsc) problems.  - symmetry.  1-21. 

     

    musatafa abbas abbood albadr, masri ayob, sabrina tiun, fahad taha al-dhief, anas arram and sura khalaf.  (2023).  breast cancer diagnosis using the fast learning network algorithm.  - frontiers in oncology.  1-16. 

     

    adil yaseen taha, sabrina tiun, abdul hadi abd rahman, masri ayob and ali sabah abdulameer.  (2022).  unified graph-based missing label propagation method for multilabel text classification.  - symmetry.  286-307. 

     

    mohamad khairulamirin md razali, abdul hadi abd rahman, masri ayob, razman jarmin, faizan qamar, graham kendall.  (2022).  research trends in the optimization of the master surgery scheduling problem.  - ieee access.  91466-91480. 

     

    mohammed hadwan, masri ayob, mohammed al-hagery & bassam naji al-tamimi.  (2019).  climbing harmony search algorithm for nurse rostering problems.  - proceedings of the 3rd international conference of reliable information and communication technology irict 2018.  74-83. 

     

    s.n.h.s. abdullah, w.f. fauzi, m.n. sudin, n.n. zahari, z. a. rahman, a.ismail, n. r. m. suradi, a.s. rambely, n. sarnon, a. h. shaari, s. samrun, n. arsad, m.h.m. saad, m. mohd, m. ayob, k.v. jyn, k. a. z. nazri, r. yaakub, ariffin,m.z.a.na.  (2018).  assessment of self-identity among teens towards self-crime prevention program.  - cyber resilience conference 2018. 

     

    xiao fei yang, masri ayob & mohd zakree ahmad nazri.  (2018).  an investigation of timetable satisfaction factors for a practical university course timetabling problem.  - proceedings of the 2017 6th international conference on electrical engineering and informatics. 

     

    al-salemi, b., ayob, m., mohd noah, s. a. & ab aziz, m. j..  (2017).  feature selection based on supervised topic modeling for boosting-based multi-label text categorization.  - proceedings of the 2017 6th international conference on electrical engineering and informatics: sustainable society through digital innovation, iceei 2017. 

     

    rafidah abdul aziz, masri ayob, zalinda othman.  (2012).  the effect of learning mechanism in variables neighborhood search.  - 2012 4th conference on data mining and optimization, dmo 2012;langkawi. 

     

    masri ayob, mohd hariszam khamis.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 12. 

     

    masri ayob, mohd hariszam khamis.  (2018).  sains data penerokaan pengetahuan dari data raya.  - 12. 

     

    siti norul huda sheikh abdullah, masri ayob, mohd syazwan baharuddin.  (2023).  laporan sitasi ftsm sehingga 2022 (unit p&i).  - lp-ftsm-2023-001.  1-15. 

     

    masri binti ayob;raha binti abdul rahman;mohd zakree bin ahmad nazri;razman bin jarmin;muhammad bin maaya;nor samsiah binti sani;liu chian yong;sabrina binti tiun.  (2022).  discrete differential evolution algorithm enhancement using self-adaptive learning mechanism for solving surgery scheduling problems.  -

     

    mohamad norizal abdullah, masri ayob, and raja nur natasha raja ahmad anuar.  (2021).  anaesthetist rostering mobile application for hospital canselor tuanku muhriz.  - lp-cait-ftsm-2021-003.  1-5. 

     

    norizal abdullah, masri ayob, meng chun lam, nasser r. sabar.  (2021).  issues in surgical scheduling problem: uncertainty, capacity planning, request and demand.  - lp-cait-ftsm-2021-002.  1-4. 

     

    masri ayob, dewan mahmuda zaman.  (2021).  scheduling strategies for operating room surgical scheduling problems.  - 1-4.