pensyarah universiti
pusat kajian teknologi kecerdasan buatan (cait)
mfn@ukm.edu.my
Kluster Kepakaran/ Cluster of Expertise :
Teknologi Digital dan Terkehadapan,
Biografi/ Biography :
Mohammad Faidzul Nasrudin, seorang profesor madya di Fakulti Sains dan Teknologi Maklumat, Universiti Kebangsaan Malaysia (UKM), adalah seorang penyelidik di Pusat Teknologi Kecerdasan Buatan (CAIT), UKM. Beliau memperoleh ijazah Sarjanamuda Pentadbiran Perniagaan dalam Sistem Maklumat Komputer dari Universiti Western Michigan, Amerika Syarikat, dan melanjutkan pengajiannya dengan ijazah sarjana dari UKM. Dr. Nasrudin juga memegang ijazah doktor dalam Kecerdasan Buatan dari Program Doktor Falsafah Malaysia-Imperial College London. Dengan portfolionya yang mengandungi buku-buku bersama dan lebih daripada 60 kertas konferensi dan jurnal, penyelidikan terkininya merangkumi analisis dokumen, pengiktirafan, pengoptimuman metaheuristik, dan aplikasi pembelajaran mesin.
Mohammad Faidzul Nasrudin, an associate professor at the Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM), is a researcher at the Center for Artificial Intelligence Technology (CAIT), UKM. He earned his Bachelor of Business Administration degree in Computer Information Systems from Western Michigan University, USA, and furthered his education with a master’s degree from UKM. Dr. Nasrudin holds a doctorate in Artificial Intelligence from the Malaysia-Imperial College London Doctoral Programme. With a portfolio comprising co-authored books and over 60 conference and journal papers, his current research encompasses document analysis, recognition, metaheuristic optimization, and machine learning applications.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
youlin liu, mohammad faidzul nasrudin, zainal rasyid mahayuddin. (2026). attrimot: semantic-aware multimodal 3d multi-object tracking with attribute-level alignment. - symmetry. 1 - 21.
xing peng, yiman liu, jiangang chen, lixin xu, tianli li, mengxuan cao, mohammad faidzul nasrudin, lijun chen, yuqi zhang. (2026). echosynthnet: fourier-spatial synergistic learning for clinical-grade cardiac chamber segmentation in echocardiography. - biomedical signal processing and control. 1 - 12.
tianli li, mohammad faidzul nasrudin, dawei zhao, fei chen, xing peng, hafiz mohd sarim. (2025). uncovering hidden patterns: low-rank label correlations for multi-label weak-label learning. - international journal of machine learning and cybernetics. 1371 - 1387.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
youlin liu, mohammad faidzul nasrudin, zainal rasyid mahayuddin. (2026). attrimot: semantic-aware multimodal 3d multi-object tracking with attribute-level alignment. - symmetry. 1 - 21.
xing peng, yiman liu, jiangang chen, lixin xu, tianli li, mengxuan cao, mohammad faidzul nasrudin, lijun chen, yuqi zhang. (2026). echosynthnet: fourier-spatial synergistic learning for clinical-grade cardiac chamber segmentation in echocardiography. - biomedical signal processing and control. 1 - 12.
youlin liu, zainal rasyid mahayuddin and mohammad faidzul nasrudin. (2025). text-guided spatio-temporal 2d and 3d data fusion for multi-object tracking with regionclip. - applied sciences. 1 - 16.
alaa sulaiman, khairuddin omar, mohammad f. nasrudin. (2019). degraded historical document binarization: a review on issues, challenges, techniques and future directions. - journal of imaging. 1-25.
m. n. sudin, s. n. h. sheikh abdullah, m. f. nasudin. (2019). humanoid localization on robocup field using corner intersection and geometric distance estimation. - international journal of interactive multimedia and artificial intelligence. 50-56.
omar wahdan, mohammad faidzul nasrudin, and khairuddin omar. (2017). shearing invariant texture descriptor from a local binary pattern and its application in paper fingerprinting. - international arab journal of information technology. 402-412.
fereshteh nayyeri, mohammad faidzul nasrudin. (2013). image matching using dimensionally reduced embedded earth mover`s distance. - journal of applied mathematics. 2013:Article ID 749429.
nasrudin, mf; omar, k; liong, cy; zakaria, ms. (2010). jawi character recognition using the trace transform. - sains malaysiana. 39(2):291-297.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
charity ojochogwu egbunu, fadhilah rosdi, mohammed faidzul nasrudin, abdul hadi abd rahman. (2026). syllable level prosody and self-supervised learning fusion for tone recognition in yorùbá speech. - ieee access. 84586 - 84600.
youlin liu, mohammad faidzul nasrudin, zainal rasyid mahayuddin. (2026). attrimot: semantic-aware multimodal 3d multi-object tracking with attribute-level alignment. - symmetry. 1 - 21.
xing peng, yiman liu, jiangang chen, lixin xu, tianli li, mengxuan cao, mohammad faidzul nasrudin, lijun chen, yuqi zhang. (2026). echosynthnet: fourier-spatial synergistic learning for clinical-grade cardiac chamber segmentation in echocardiography. - biomedical signal processing and control. 1 - 12.
tianli li, mohammad faidzul nasrudin, dawei zhao, fei chen, xing peng, hafiz mohd sarim. (2025). uncovering hidden patterns: low-rank label correlations for multi-label weak-label learning. - international journal of machine learning and cybernetics. 1371 - 1387.
shihab hamad khaleefah; salama a. mostafa; aida mustapha; rozanawati daraman; mohammad faidzul nasrudin; shahrinaz ismail. (2021). exploring the roles of agents and multi-agent in image feature extraction. - 2021 4th international symposium on agents, multi-agent systems and robotics (isamsr). 76-83.
izwan azmi, mohamad syazwan shafei, mohammad faidzul nasrudin, nor samsiah sani, abdul hadi abd rahman. (2019). arucorsv: robot localisation using artificial marker. - the 6th international conference for robotics intelligence and applications (rita 2018). 189-198.
alaa sulaiman, khairuddin omar, mohammad f. nasrudin. (2017). a database for degraded arabic historical manuscripts. - 6th international conference on electrical engineering and informatics. 1-6.
ariff n.a.m., abdullah a., nasrudin m.f.. (2016). multi spatial resolution for image spam filtering. - lecture notes in electrical engineering. 1209-1217.
shihab hamad khaleefah, mohammad faidzul nasrudin, salama a. mostafa. (2015). fingerprinting of deformed paper images acquired by scanners. - 2015 ieee student conference on research and development (scored). 393-397.
nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohammad faidzul nasrudin & nasharuddin zainal. (2025). akalbot: aktiviti pemikiran komputasional dan atur cara dalam pembelajaran berasaskan pengalaman menggunakan robot. - . 86 - 102.
nahla shatnawi, shahnorbanun sahran, mohamad faidzul nasrudin. (2023). memory-based bees algorithm with levy flights for multilevel image thresholding. - springer series in advanced manufacturin. 175-191.
jabril ramdan, khairuddin omar & mohammad faidzul nasrudin. (2017). area voronoi diagram via fully and partial neighborhood for arabic word segmentation. - . 28-34.
abdul hadi abd rahman, shahnorbanun sahran, khairul akram zainol ariffin, salwani abdullah, mohammad faidzul nasrudin, siti norul huda sheikh abdullah, azizi abdullah, lailatul qadri zakaria, nazatul aini abd majid & sabrina tiun abdullah. (2017). cabaran perdana robot berautonomi berpandukan data: robot didik pacuan data untuk pendidikan stem. - . 161-168.
yonhendri, khairuddin omar, faidzul nasruddin, mohd zamri murah, anton heryanto. (2013). transliterasi web rumi ke jawi. - . 115-128.
mohamed hairul othman, rozilawati razali, mohammad faidzul nasrudin. (2025). perkhidmatan kerajaan elektronik bersepadu menerusi pendekatan keseluruhan kerajaan. - . .
mohammad khatim hasan, shahnorbanun sahran, suhaila zainudin, azizi abdullah, mohammad faidzul nasrudin, afzan adam, atika noor azit, siti nabihah md said. (2025). bengkel ai untuk penyelidikan perubatan. - buletin akses ftsm. .
nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohammad faidzul nasrudin & nasharuddin zainal. (2025). akalbot: aktiviti pemikiran komputasional dan atur cara dalam pembelajaran berasaskan pengalaman menggunakan robot. - . 86 - 102.
abdul hadi abd rahman, mohammad faidzul nasrudin, farah norazatty zaharuddin, adila abdul rasib. (2025). projek ai bahasa melayu: warisan melayu. - geran penyelidikan. .
mohd nor akmal khalid, shahrul azman mohd noah, mohd faidzul nasruddin, saidah saad, nor samsiah sani, wandeep kaur ratan singh, mastura sahak, ermizal sha hassan. (2025). pembangunan model asas bahasa besar untuk bahasa kebangsaan malaysia. - buletin akses ftsm 2025/2026. .
muhamad khuzaifah ismail, mohammad faidzul nasrudin, lau meng cheng, haslina arshad. (2025). multisensor automatic balancing model for darwin-op on uneven terrain. - . .
mohammad khatim hasan, shahnorbanun sahran, suhaila zainudin, azizi abdullah, mohammad faidzul nasrudin, afzan adam, atika noor azit, siti nabihah md said. (2025). bengkel ai untuk penyelidikan perubatan. - buletin akses ftsm. .
abdul hadi abd rahman, mohammad faidzul nasrudin, farah norazatty zaharuddin, adila abdul rasib. (2025). projek ai bahasa melayu: warisan melayu. - geran penyelidikan. .
mohd nor akmal khalid, shahrul azman mohd noah, mohd faidzul nasruddin, saidah saad, nor samsiah sani, wandeep kaur ratan singh, mastura sahak, ermizal sha hassan. (2025). pembangunan model asas bahasa besar untuk bahasa kebangsaan malaysia. - buletin akses ftsm 2025/2026. .
shahrina shahrani, masura rahmat, noor faridatul ainun zainal, rohizah abd rahman, azura ishak, mohammad faidzul nasrudin. (2024). rangka model kandungan laman web didik sawit. - advancing knowledge for success (akses). .
COMPUTER SCIENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Artificial Intelligence
Pengalaman / Experience : tahun/years(s)
ARTIFICIAL INTELLIGENCE :INFORMATION AND COMMUNICATION TECHNOLOGY
Document Analysis and Recognition
Pengalaman / Experience : 19 tahun/years(s)