prof. madya dr. mohammad faidzul bin nasrudin

pensyarah universiti

pusat kajian teknologi kecerdasan buatan (cait)

 mfn@ukm.edu.my



   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.

  • zhihao su, afzan adam, mohammad faidzul nasrudin.  (2025).  adaptive focal loss for keypoint-based deep learning detectors addressing class imbalance.  - ieee access.  1 - 15. 

     

    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. 

     

    muhamad khuzaifah ismail, mohammad faidzul nasrudin, lau meng cheng, haslina arshad.  (2025).  multisensor automatic balancing model for darwin-op on uneven terrain.  -

     

    mohamed hairul othman, rozilawati razali, mohammad faidzul nasrudin.  (2025).  towards integrated e-government services: key contributing factors from a whole-of-government perspective.  - journal of applied science, engineering, technology, and education.  102 - 113. 

     

    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). 

     

    zhihao su, afzan adam, mohammad faidzul nasrudin.  (2025).  adaptive focal loss for keypoint-based deep learning detectors addressing class imbalance.  - ieee access.  1 - 15. 

     

    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. 

     

    angela jia hui koh, siok yee tan, mohammad faidzul nasrudin.  (2024).  a systematic literature review of generative adversarial networks (gans) in 3d avatar reconstruction from 2d images.  - multimedia tools and applications.  68813 - 68853. 

     

    ansam a. abdulhussien, mohammad f. nasrudin, saad m. darwish, zaid a. alyasseri.  (2024).  improving arabic signature authentication with quantum inspired evolutionary feature selection.  - multimedia tools and applications.  1 - 30. 

     

    zhihao su, afzan adam, mohammad faidzul nasrudin, anton satria prabuwono.  (2024).  proposal-free fully convolutional network: object detection based on a box map.  - sensors.  3529. 

     

    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. 

     

    mohamed hairul othman, rozilawati razali, mohammad faidzul nasrudin.  (2025).  towards integrated e-government services: key contributing factors from a whole-of-government perspective.  - journal of applied science, engineering, technology, and education.  102 - 113. 

     

    zhihao su, afzan adam, mohammad faidzul nasrudin.  (2025).  adaptive focal loss for keypoint-based deep learning detectors addressing class imbalance.  - ieee access.  1 - 15. 

     

    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. 

     

    xiangyun zeng; siok yee tan; mohammad faidzul nasrudin.  (2024).  adapt-net: a unified object detection framework for mobile augmented reality.  - ieee access.  120788 - 120803. 

     

    nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohammad faidzul nasrudin, nasharuddin zainal.  (2024).  modeling the impact of robotics learning experience on programming interest using the structured equation modeling approach.  - international journal of advanced computer science and applications (ijacsa) .  921 - 929. 

     

    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. 

     

    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. 

     

    noor faridatul ainun zainal, mohammad faidzul nasruddin, khairuddin omar.  (2013).  penentuan penjadualan kursus menggunakan teknik alkhwarizmi genetik.  - 280 -296 (12). 

     

    siti norul huda sheikh abdullah, khairuddin omar, abdul sahli fakharudin, noorashikin mustafa, remon redika, muhammad faidzul nasruddin, shahnorbanun sahran.  (2013).  pembelajaran mesin.  - 1:35-129. 

     

    nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohamma faidzul nasrudin, nasharuddin zainal, mazatul syeira mohd muslim.  (2024).  memperkasa minat pengaturcaraan melalui kit pembelajaran akalbot.  - buletin akses ftsm. 

     

    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). 

     

    shahrina binti shahrani;mohammad faidzul bin nasrudin;azura binti ishak;noor faridatul ainun binti zainal;masura binti rahmat;rohizah binti abd. rahman.  (2024).  ‘didik sawit’ berasaskan web bagi pembelajaran pengenalan industri sawit kepada pelajar sekolah menengah.  -

     

    nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohammad faidzul nasrudin, nasharuddin zainal.  (2023).  akalbot: aktiviti pemikiran komputasional dan aturcara dalam pembelajaran berasaskan pengalaman menggunakan robot.  - kongres dan pertandingan inovasi dalam pengajaran dan pembelajaran (knovasi) 2023.  25-28. 

     

    shahrina shahrani, noor faridatul ainun zainal, masura rahmat, rohizah abd rahman, azura ishak, mohamad faidzul nasrudin, nik aznizan nik ibrahim.  (2023).  didik sawit : inovasi pembelajaran pengenalan industri sawit kepada pelajar sekolah.  - knovasi ukm 2023.  1-11. 

     

    muhamad khuzaifah ismail, mohammad faidzul nasrudin, lau meng cheng, haslina arshad.  (2025).  multisensor automatic balancing model for darwin-op on uneven terrain.  -

     

    nazatul aini abd majid, noor faridatul ainun zainal, zarina shukur, mohamma faidzul nasrudin, nasharuddin zainal, mazatul syeira mohd muslim.  (2024).  memperkasa minat pengaturcaraan melalui kit pembelajaran akalbot.  - buletin akses ftsm. 

     

    shahrina binti shahrani;mohammad faidzul bin nasrudin;azura binti ishak;noor faridatul ainun binti zainal;masura binti rahmat;rohizah binti abd. rahman.  (2024).  ‘didik sawit’ berasaskan web bagi pembelajaran pengenalan industri sawit kepada pelajar sekolah menengah.  -

     

    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). 

     

    shahrina shahrani, masura rahmat, rohizah abd rahman, noor faridatul ainun zainal, azura ishak, mohammad faidzul nasrudin.  (2024).  didik sawit : pendedahan industri sawit kepada pelajar sekolah.  - advancing knowledge for success (akses).  76-77.