prof. dr. masri binti ayob

pensyarah universiti

pusat kajian teknologi kecerdasan buatan (cait)

 masri@ukm.edu.my

No. sambungan :  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.

  • ali sabah, sabrina tiun, nor samsiah sani, masri ayob, adil yaseen taha.  (2021).  enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach.  - plos one.  1-22. 

     

    hossam m. j. mustafa, masri ayob, dheeb albashish, and sawsan abu-taleb.  (2020).  solving text clustering problem using a memetic differential evolution algorithm.  - plos one.  1-18. 

     

    meng chun lam, masri ayob, jun yang lee, norizal abdullah, faizal amri hamzah, siti sarah mohd zahir.  (2020).  mobile-based hospital bed management with near field communication technology.  - engineering, technology & applied science research.  5706-5712. 

     

    anas arram, masri ayob, graham kendall, and alaa sulaiman.  (2020).  bird mating optimizer for combinatorial optimization problems.  - ieee access.  96845-96858. 

     

    anahita ghazvini, siti norul huda sheikh abdullah, and masri ayob.  (2020).  smoothing secant line slope using aggregation fischer burmeister function.  - ieee access.  10052-10053. 

     

    ali sabah, sabrina tiun, nor samsiah sani, masri ayob, adil yaseen taha.  (2021).  enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach.  - plos one.  1-22. 

     

    anas arram, masri ayob, graham kendall, and alaa sulaiman.  (2020).  bird mating optimizer for combinatorial optimization problems.  - ieee access.  96845-96858. 

     

    anahita ghazvini, siti norul huda sheikh abdullah, and masri ayob.  (2020).  smoothing secant line slope using aggregation fischer burmeister function.  - ieee access.  10052-10053. 

     

    mansour alssager, zulaiha ali othman, masri ayob, rosmayati mohemad, and herman yuliansyah.  (2020).  hybrid cuckoo search for the capacitated vehicle routing problem.  - symmetry.  1-28. 

     

    mansour alssager, zulaiha ali othman, masri ayob, rosmayati mohemad, and herman yuliansyah.  (2020).  hybrid cuckoo search for the capacitated vehicle routing problem.  - symmetry.  1-28. 

     

    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. 

     

    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. 

     

    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. 

     

    masri binti ayob;mohd zakree bin ahmad nazri.  (2020).  optimizing port and logistic solutions for container terminal: a simulation study on westports.  -

     

    masri binti ayob;abdul razak bin hamdan;mohd zakree bin ahmad nazri.  (2019).  solving combinatorial optimisation with aoristic problems using hyper-heuristic approaches.  - 1-9. 

     

    nur ezzati atira zulkiffeli & masri ayob.  (2018).  aplikasi mudah alih sistem maklumat giliran di unit kecemasan hospital kerajaan.  - pta-ftsm-2018-019. 

     

    amira suhaimi & masri ayob.  (2018).  aplikasi mudah alih pemantauan pesakit di zon kritikal dan separa kritikal jabatan kecemasan pusat perubatan universiti kebangsaan malaysia.  - pta-ftsm-2018-050. 

     

    nursyakirah hamimah mohamad halim & masri ayob.  (2018).  aplikasi mudah alih sistem pemantauan giliran di pusat perubatan universiti kebangsaan malaysia (ppukm).  - pta-ftsm-2018-121.