pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
masri@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
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.
anas arram, masri ayob, musatafa abbas abbood albadr, dheeb albashish, alaa sulaiman. (2025). a hybrid of an automated multi-filter with a spatial bound particle swarm optimization for gene selection and cancer classification. - heliyon. 2 - 18.
mohamad khairulamirin md razali, masri ayob, abdul hadi abd rahman, razman jarmin, chian yong liu, muhammad maaya, azarinah izaham, graham kendall. (2025). unveiling effective heuristic strategies: a review of cross-domain heuristic search challenge algorithms. - computer modeling in engineering & sciences. 1233 - 1288.
anahita ghazvini, siti norul huda sheikh abdullah, masri ayob. (2025). effect of continuous s-shaped rectified linear function on deep convolutional neural network. - applied intelligence. 1 - 24.
norizal abdullah, masri ayob, meng chun lam, nasser r. sabar, graham kendall, mohamad khairulamirin md razali. (2025). advancing anaesthetist rostering quality: a practical approach toward fairness and efficiency. - ieee access. 12692 - 12708.
n. abdullah, m. ayob, m. chun lam, n. r. sabar, g. kendall and m. khairulamirin md razali. (2025). optimization techniques for physician scheduling problem: a systematic review of recent advancements and future directions. - ieee access. 5203 - 5218.
mohamad khairulamirin md razali, masri ayob, abdul hadi abd rahman, razman jarmin, chian yong liu, muhammad maaya, azarinah izaham, graham kendall. (2025). unveiling effective heuristic strategies: a review of cross-domain heuristic search challenge algorithms. - computer modeling in engineering & sciences. 1233 - 1288.
n. abdullah, m. ayob, m. chun lam, n. r. sabar, g. kendall and m. khairulamirin md razali. (2025). optimization techniques for physician scheduling problem: a systematic review of recent advancements and future directions. - ieee access. 5203 - 5218.
norizal abdullah, masri ayob, meng chun lam, nasser r. sabar, graham kendall, mohamad khairulamirin md razali. (2025). advancing anaesthetist rostering quality: a practical approach toward fairness and efficiency. - ieee access. 12692 - 12708.
mohamad khairulamirin md razali, abdul hadi abd rahman, masri ayob, razman jarmin, liu chian yong, muhammad maaya, azarinah izaham, raha abdul rahman. (2024). an improved saturation degree-based constructive heuristic for master surgery scheduling problem: case study. - ieee access. 44748-44772.
albadr, musatafa abbas abbood; tiun, sabrina; ayob, masri; al-dhief, fahad taha. (2024). particle swarm optimization-based extreme learning machine for covid-19 detection. - cognitive computation. 1858 - 1873.
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.
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.
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.
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.
norizal abdullah, masri ayob, meng chun lam, nasser r. sabar, graham kendall, mohamad khairulamirin md razali. (2025). advancing anaesthetist rostering quality: a practical approach toward fairness and efficiency. - ieee access. 12692 - 12708.
n. abdullah, m. ayob, m. chun lam, n. r. sabar, g. kendall and m. khairulamirin md razali. (2025). optimization techniques for physician scheduling problem: a systematic review of recent advancements and future directions. - ieee access. 5203 - 5218.
anas arram, masri ayob, musatafa abbas abbood albadr, dheeb albashish, alaa sulaiman. (2025). a hybrid of an automated multi-filter with a spatial bound particle swarm optimization for gene selection and cancer classification. - heliyon. 2 - 18.
mohamad khairulamirin md razali, masri ayob, abdul hadi abd rahman, razman jarmin, chian yong liu, muhammad maaya, azarinah izaham, graham kendall. (2025). unveiling effective heuristic strategies: a review of cross-domain heuristic search challenge algorithms. - computer modeling in engineering & sciences. 1233 - 1288.
anahita ghazvini, siti norul huda sheikh abdullah, masri ayob. (2025). effect of continuous s-shaped rectified linear function on deep convolutional neural network. - applied intelligence. 1 - 24.
mohamad khairulamirin md razali, abdul hadi abd rahman, masri ayob, razman jarmin, liu chian yong, muhammad maaya, azarinah izaham, raha abdul rahman. (2023). saturation degree based constructive heuristic for master surgery scheduling problem. - 2023 ieee international conference on artificial intelligence in engineering and technology (iicaiet). 27-32.
masri ayob and dewan mahmuda zaman. (2023). elitism-based genetic algorithm hyper-heuristic for solving real-life surgical scheduling problem. - 15th asian conference, aciids 2023. 510-523.
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.
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. .
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. .
masri ayob, mohd hariszam khamis. (2018). penjadualan pengawas peperiksaan menggunakan pendekatan penerokaan pengetahuan. - . 157-168.
fazlina mohd ali, mohd nor akmal khalid, nazhatul hafizah kamarudin, abdul hadi abd rahman, syahanim mohd salleh, khairul akram zainol ariffin, masri ayob. (2024). bengkel pemerkasaan penulisan 2024. - buletin akses ftsm 2024. .
mohd. nor akmal khalid, masri ayob, shahrul azman mohd noah, mohammad kamrul hasan, sabrina tiun, nazlia omar, shahnorbanun sahran, siti nabihah md said. (2024). bengkel penulisan jurnal berimpak pusat cait siri 1. - buletin akses ftsm 2024 . .
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.
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. .
nur ezzati atira zulkiffeli & masri ayob. (2018). aplikasi mudah alih sistem maklumat giliran di unit kecemasan hospital kerajaan. - pta-ftsm-2018-019. .
fazlina mohd ali, mohd nor akmal khalid, nazhatul hafizah kamarudin, abdul hadi abd rahman, syahanim mohd salleh, khairul akram zainol ariffin, masri ayob. (2024). bengkel pemerkasaan penulisan 2024. - buletin akses ftsm 2024. .
mohd. nor akmal khalid, masri ayob, shahrul azman mohd noah, mohammad kamrul hasan, sabrina tiun, nazlia omar, shahnorbanun sahran, siti nabihah md said. (2024). bengkel penulisan jurnal berimpak pusat cait siri 1. - buletin akses ftsm 2024 . .
zulaiha binti ali othman;masri binti ayob;nor samsiah binti sani. (2024). a deep learning prune based algorithm with compression to optimise iot capability and communication.. - . .
dahlila putri binti dahnil sikumbang;masri binti ayob;salwani binti abdullah. (2024). integrating adaptive radio resource allocation and energy harvesting technique for future green communication systems. - . .
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.
ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
optimization
Pengalaman / Experience : 19 tahun/years(s)
ARTIFICIAL INTELLIGENCE :ARTIFICIAL INTELLIGENCE
meta-heuristic
Pengalaman / Experience : 19 tahun/years(s)
ARTIFICIAL INTELLIGENCE :ARTIFICIAL INTELLIGENCE
scheduling
Pengalaman / Experience : 19 tahun/years(s)