Curriculum Vitae

DR. ERMA RAHAYU BINTI MOHD FAIZAL ABDULLAH

Senior Lecturer
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • erma
  • 0379676310

BIOGRAPHY

I am Erma Rahayu Mohd Faizal Abdullah, the Head of the Department of Artificial Intelligence at Universiti Malaya. My passion lies in advancing the fields of computer vision, machine learning, and their applications in areas such as healthcare, education, and manufacturing.

As an academic, I’ve had the privilege of shaping the AI curriculum at Universiti Malaya, including designing courses like Artificial Intelligence: Principles & Techniques and NextGen Software Development. My goal is to ensure students are equipped with the knowledge and skills to thrive in the evolving AI landscape.

My research focuses on solving real-world problems through AI. One of my proudest projects is UMFit, a real-time monitoring app for cardiac patients that aims to improve healthcare accessibility and reduce clinical burdens. I’m also actively involved in using CBCT data for dentistry research and collaborating with Perodua to enhance automation and quality systems in manufacturing.

Ethical AI is a significant part of my work. As an IEEE CertifAIEd™ Authorized Assessor, I focus on promoting algorithmic fairness, transparency, and privacy. I also apply explainable AI (XAI) tools, such as SHAP, to ensure my AI models are interpretable and trustworthy.

Education is my passion, and I strive to empower students with high-order thinking skills and innovative approaches to learning. I also enjoy collaborating with international scholars, such as hosting Nishitani Aoi from Ehime University, and incorporating dynamic topics like intelligent agents and Data Intelligence into the curriculum.

I strongly believe in building bridges between academia and industry. Collaborations with global leaders like Zhipu AI and Alto AI have brought valuable resources to my department, ensuring we remain at the forefront of AI research and innovation.

I am driven by a vision of creating impactful AI solutions and nurturing the next generation of AI experts. My journey continues to be fueled by curiosity, collaboration, and a commitment to ethical innovation.

ACADEMIC QUALIFICATION

  • Doctoral Degree (PhD)
    Universiti Teknologi MARA (UiTM)
  • MASTER DEGREE, (ROBOTIK)
    Oita University
  • BCompSc(Hons)(MUltimedia)(UM), (MULTIMEDIA)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • Menjalankan Fungsi Sebagai Timbalan Dekan
    18 Feb 2025 - present (Deputy Dean's (Undergraduate) Office, Faculty of Computer Science and Information Technology)
  • Deputy of Dean (Student Affairs)
    12 Mar 2025 - present (Deputy Dean's (Student Affairs) Office, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Jan 2025 - present (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    04 Nov 2023 - 31 Dec 2027 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI AHLI JAWATANKUASA KURIKULUM FAKULTI (IJAZAH DASAR)
    04 Nov 2023 - 31 Dec 2027 (Deputy Dean's (Undergraduate) Office, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Jan 2022 - 31 Dec 2027 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AHLI JAWATANKUASA KURIKULUM FAKULTI (IJAZAH PERTAMA)
    01 Jan 2022 - 31 Dec 2027 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI AHLI JAWATANKUASA KURIKULUM PROGRAM SARJANA KESELAMATAN SIBER (SECARA KERJA KURSUS) FAKULTI SAINS KOMPUTER & TEKNOLOGI MAKLUMAT
    06 Jan 2024 - 06 Jan 2027 (Deputy Dean's (Higher Degree) Office, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENYELIDIKAN, PENCIPTAAN NILAI DAN PERUSAHAAN (JKPPNP) FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT (FSKTM) TAHUN 2024
    01 Jan 2024 - 31 Dec 2026 (Deputy Dean's (Research & Innovation) Office, Faculty of Computer Science and Information Technology)
  • Task Force Member
    01 Jun 2024 - 31 Dec 2025 (University Malaya)
  • PELANTIKAN SEBAGAI AHLIJAWATANKUASA BUKU PANDUAN DAN BROSUR BAGI SESI AKADEMIK 2024/2025
    02 Aug 2024 - 31 Jul 2025 (Dean Office, Faculty of Computer Science and Information Technology)
  • PERLANTIKAN AJK PROGRAM SARJANA KEPINTARAN BUATAN (SECARA KERJA KURSUS)
    03 Mar 2023 - 04 Mar 2025 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK KURIKULUM (TASK FORCE) BAGI PROGRAM DOKTOR FALSAFAH
    03 Mar 2023 - 04 Mar 2025 (Dean Office, Faculty of Computer Science and Information Technology)
  • Head of Department
    01 Mar 2023 - 31 Dec 2024 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Members
    22 Jan 2024 - 31 Dec 2024 (Dean Office, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI JAWATANKUASA HAL EHWAL PELAJAR FSKTM
    12 Mar 2024 - 31 Dec 2024 (Deputy Dean's (Student Affairs) Office, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI AHLI TASKFORCE ROADSHOW 2024 FSKTM
    01 Jan 2024 - 31 Dec 2024 (Faculty)
  • Committee Members
    01 Jan 2022 - 31 Dec 2024 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PELANTIKAN SEBAGAI AHLI TASKFORCE HEADHUNTING DI FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
    09 Jan 2024 - 31 Dec 2024 (Dean Office, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Jan 2022 - 31 Dec 2024 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    01 Jun 2024 - 31 Dec 2024 (University Malaya)
  • PELANTIKAN SEBAGAI AHLI JAWATANKUASA PROGRAM HARi TERBUKA FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT (FSKTM), UNIVERSITI MALAYA BAGI SESI KEMASUKAN 2024/2025
    23 Aug 2024 - 24 Aug 2024 (Dean Office, Faculty of Computer Science and Information Technology)
  • Committee Members
    24 Jun 2022 - 31 Dec 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    01 Oct 2021 - 30 Sep 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Supervisor
    01 Oct 2021 - 31 Jul 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PROGRAM HARI TERBUKA FSKTM, UM
    26 Jun 2023 - 29 Jul 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    01 Jan 2021 - 30 Jun 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK INNOVATIVE PRODUCT PROJECT INITIATIVE (IPPI)
    01 Jan 2021 - 30 Jun 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Members
    17 Mar 2022 - 30 Jun 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Course Coordinator
    07 Apr 2023 - 30 Jun 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Supervisor
    14 Oct 2022 - 31 Jan 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    10 Mar 2022 - 31 Dec 2022 (University Malaya)
  • Task Force Member
    08 Feb 2022 - 31 Dec 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    01 May 2022 - 31 Dec 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Task Force Member
    25 Aug 2022 - 04 Oct 2022 (International)
  • Course Coordinator
    04 Mar 2022 - 31 Aug 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK SURAU DAN KEROHANIAN (KETUA JALINAN LUAR)
    24 Jun 2021 - 24 Jun 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PANEL TEMUDUGA KEMASUKAN PELAJAR ANTARABANGSA
    18 Oct 2021 - 28 Feb 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PANEL TEMUDUGA KEMASUKAN PELAJAR SALURAN TERBUKA SESI 2021/2022
    18 Oct 2021 - 28 Feb 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PEMERIKSA DALAM SEMESTER 1 SESI 2021/2022
    18 Oct 2021 - 28 Feb 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PENYELIA LATIHAN INDUSTRI
    18 Oct 2021 - 28 Jan 2022 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK KURIKULUM JABATAN KEPINTARAN BUATAN
    01 Dec 2020 - 31 Dec 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK KURIKULUM PROGRAM SARJANA KEPINTARAN BUATAN
    05 Mar 2021 - 31 Dec 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK JAMINAN KUALITI FSKTM (KETUA TERAS PT03 & PT05)
    01 Aug 2019 - 31 Jul 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • WAKIL JABATAN KEPINTARAN BUATAN UNTUK JAWATANKUASA IJAZAH DASAR
    26 Mar 2019 - 25 Mar 2021 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • PANEL PENASIHAT AKADEMIK JABATAN KEPINTARAN BUATAN
    09 Sep 2019 - 28 Jun 2020 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    11 Apr 2018 - 10 Apr 2020 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK INNOVATIVE PRODUCT PROJECT INITIATIVE (IPPI) FSKTM
    22 Jan 2019 - 21 Jan 2020 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    09 Oct 2017 - 31 Jul 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK Jaminan Kualiti FSKTM 2017
    01 Aug 2017 - 31 Jul 2019 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Pasukan Petugas Research Funding
    13 Dec 2016 - 12 Dec 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    08 Dec 2017 - 31 Aug 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AHLI JAWATANKUASA INNOVATIVE PRODUCT PROJECT INITIATIVE
    07 Aug 2017 - 06 Aug 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Coordinator
    08 Oct 2015 - 04 Oct 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    05 Oct 2015 - 04 Oct 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Pasukan Petugas Research Funding
    01 Aug 2016 - 31 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Innovative Product Project Initiative
    01 Jun 2015 - 31 May 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Innovative Product Project Initiative
    01 Jun 2015 - 31 May 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Anugerah Projek Akademik Cemerlang 2016 Committee Member
    15 Dec 2016 - 15 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AI Day 2016 Committee Member
    07 Oct 2016 - 07 Oct 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Ahli Jawatankuasa Pasukan Petugas Research Funding
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK Jaminan Kualiti FSKTM 2014/2016
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Chairman
    15 May 2014 - 15 May 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Auditor Teras (Hal-hal lain BSM)
    31 Mar 2014 - 03 Apr 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • ACADEMY OF SCIENCE MALAYSIA, MEMBER
    Since 2018 (National)
  • IEEE MEMBERSHIP, MEMBER
    2024 to 2024 (International)
  • IEEE WOMEN IN ENGINEERING MEMBERSHIP, MEMBER
    2024 to 2024 (International)
  • PENYELARAS LATIHAN ILMIAH, COMMITTEE MEMBER
    2020 to 2023 (University)
  • AJK INNOVATIVE PRODUCT PROJECT INITIATIVE FSKTM, COMMITTEE MEMBER
    2020 to 2023 (University)
  • AJK SURAU DAN KEROHANIAN, COMMITTEE MEMBER
    2021 to 2022 (University)
  • JAWATANKUASA KURIKULUM TASK FORCE BAGI PROGRAM SARJANA KEPINTARAN BUATAN, COMMITTEE MEMBER
    2021 to 2021 (University)
  • AJK KURIKULUM JABATAN KEPINTARAN BUATAN, COMMITTEE MEMBER
    2020 to 2021 (University)
  • AJK JAMINAN KUALITI FSKTM, COMMITTEE MEMBER
    2019 to 2021 (University)

AWARD AND STEWARDSHIP

  • Khidmat Setia 20 Award
    2024, Universiti Malaya
  • 5th International Invention and Innovation in Dentistry Exhibition 2023 (Research Award)
    2023, UNIVERSITI TEKNOLOGI MARA,  (International)
  • Universiti Malaya Three Minutes Thesis
    2023, FACULTY OF DENTISTRY, UM,  (University)
  • Universiti Malaya 3 Minutes Thesis
    2023, FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY,  (University)
  • 2022 Winner of Research Award
    2022, UiTM,  (International)
  • Certificate of Excellent Service
    2021, Universiti Malaya
  • Harian Metro; 29 Jun 2018, "Pahala Digital"
    2018, Harian Metro,  (Community)
  • Workshop, Exhibition and Competition Related to The Person With Disability and Elderly 2017 (Orcid Wec 2017) - Grand Prize
    2017, University Malaya,  (International)
  • Invention, Innovation and Design Exposition (Iidex) 2017 - Bronze
    2017, Universiti Teknologi MARA, Shah Alam,  (International)
  • Invention, Innovation and Design Exposition (Iidex) 2017 - Gold
    2017, Universiti Teknologi MARA, Shah Alam,  (International)
  • Anugerah Projek Akademik Cemerlang 2016
    2016, Fakulti Sains Komputer & Teknologi Maklumat, Universiti Malaya,  (Ptj/ Faculty)
  • International Competition and Exhibition On Computing Innovation 2016
    2016, Universiti Malaysia Pahang,  (International)

PUBLICATIONS

Article in Journal
WoS
  1. Lim, Shin Wei; Chan, Chee Seng; Faizal, Erma Rahayu Mohd; Ewe, Kok Howg (2024). Progressive expansion: Cost-efficient medical image analysis model with reversed once-for-all network training paradigm, NEUROCOMPUTING. 581. doi:10.1016/j.neucom.2024.127512
  2. Reduwan, Nor Hidayah; Aziz, Azwatee Abdul Abdul; Razi, Roziana Mohd; Abdullah, Erma Rahayu Mohd Faizal; Nezhad, Seyed Matin Mazloom; Gohain, Meghna; Ibrahim, Norliza (2024). Application of deep learning and feature selection technique on external root resorption identification on CBCT images, BMC ORAL HEALTH. 24(1). doi:10.1186/s12903-024-03910-w
  3. Hamdan, Sharifah Nabilah Syed Mohd; Rahmat, Rabiah Al-Adawiyah; Razak, Fathilah Abdul; Kadir, Khairul Azmi Abd; Abdullah, Erma Rahayu Mohd Faizal; Ibrahim, Norliza (2023). Sex estimation of Malaysian sub-adults using craniometrics: A computed tomography study, LEGAL MEDICINE. 64. doi:10.1016/j.legalmed.2023.102275
  4. Ishtiaq, Uzair; Abdullah, Erma Rahayu Mohd Faizal; Ishtiaque, Zubair (2023). A Hybrid Technique for Diabetic Retinopathy Detection Based on Ensemble-Optimized CNN and Texture Features, DIAGNOSTICS. 13(10). doi:10.3390/diagnostics13101816
  5. Muhammad, Aisha; Ali, Mohammed A. H.; Turaev, Sherzod; Shanono, Ibrahim Haruna; Hujainah, Fadhl; Zubir, Mohd Nashrul Mohd; Faiz, Muhammad Khairi; Faizal, Erma Rahayu Mohd; Abdulghafor, Rawad (2022). Novel Algorithm for Mobile Robot Path Planning in Constrained Environment, CMC-COMPUTERS MATERIALS & CONTINUA. 71(2), 2697-2719. doi:10.32604/cmc.2022.020873
  6. Mahaseni, B., Faizal, E. R. M., & Raj, R. G. (2021). Spotting Football Events Using Two-Stream Convolutional Neural Network and Dilated Recurrent Neural Network. IEEE Access, 9, 61929-61942. doi: 10.1109/access.2021.3074831
  7. Obaidellah, U. H., Faizal, E. R. M., Sabri, A. Q. M., & Kia, C. Y. (2021). COMPREHENSION OF LINKED LIST DIAGRAMS: THE EFFECTS ON CODE WRITING SKILLS. Malaysian Journal of Computer Science, 34(2), 199-220. doi: 10.22452/mjcs.vol34no2.5
  8. Ishtiaq, U., Kareem, S. A., Abdullah, E., Mujtaba, G., Jahangir, R., & Ghafoor, H. Y. (2020). Diabetic retinopathy detection through artificial intelligent techniques: a review and open issues. Multimedia Tools and Applications, 79(21-22), 15209-15252. doi: 10.1007/s11042-018-7044-8
Others
  1. Muhammad A., Mohammed A. H. A., Turaev S., Ibrahim H. S., Fadhl H., Mohd Z. M. N., Muhammad K. F., Erma R. M. F., Rawad A. (2021). CMC-computer, Materials&Continua.71(2), 2697-2719.
  2. Unaizah Hanum Obaidellah, Erma Rahayu Mohd Faizal, Aznul Qalid Md. Sabri, Chiam Yin Kia. (2020). Comprehension of Linked List Diagrams: The Effects on Code Writing Skills. Malaysian Journal of Computer Science (MJCS). Accepted for publication.
  3. Diabetic Retinopathy Detection through Artificial Intelligent Techniques: A Review and Open Issues
  4. Aznul Qalid Md Sabri, Jacques Boonaert, Erma Rahayu Mohd Faizal Abdullah and Ali Mohammed Mansoor 2016. Spatio-Temporal Co-Occurrence Characterizations for Human Action Classification. Malaysian Journal of Computer Science.
  5. Luyi Feng, Yin Kia Chiam, Erma Rahayu Mohd Faizal Abdullah. (2017). Using Suffix Tree Clustering Method to Support The Planning Phase of Systematic Literature Review. Malaysian Journal of Computer Science, 30(4), 311-332.
  6. Nasr addin Ahmed Salem Al-maweri, Aznul Qalid Md Sabri, Ali Mohammed Mansoor, Unaizah Hanum Obaidellah, Erma Rahayu Mohd Faizal, Joan Lai P C. 2016. Metadata Hiding for UAV Video Based on Digital Watermarking in DWT Transform. Multimedia Tools and Applications (Published, IF: 1.331)
  7. Unaizah, O., Zati, A., Erma, R. and Raj, R.G. (2014). CRANIOFACIAL TISSUE SIMULATION USING CONTACT ANALYSIS OF THE FINITE ELEMENT METHOD. Malaysian Journal of Computer Science, Vol. 27(1): March 2014. pp 35-49.
Article in Proceeding
WoS
  1. Lim, Shin Wei; Chan, Chee Seng; Faizal, Erma Rahayu Mohd; Ewe, Kok Howg (2022). ProX: A REVERSED ONCE-FOR-ALL NETWORK TRAINING PARADIGM FOR EFFICIENT EDGE MODELS TRAINING IN MEDICAL IMAGING, 2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP. , 2211-2215. doi:10.1109/ICIP46576.2022.9897495
Others
  1. A.Q.M. Sabri, J. Boonaert, Z.H. Azizul, E.R.M. Faizal and Z.H. Ismail. (2014). Using Mutual Information to Construct Spatio Temporal Co-occurrence based Characterization for Human Action Classification. Proceedings of the International Conference on Computer Science & Computational Mathematics (ICCSCM2014). Langkawi, Malaysia. 8-9 May
  2. E.R.M Faizal, H.M.A.H. Mansor, Zati Azizul, A.Q.M. Sabri, Unaizah Obaidellah. (2014). A Virtual Mid-Line Formation Approach for Maintaining Vehicle s On-Road Position. Proceedings of the International Conference on Computer Science & Computational Mathematics (ICCSCM2014). Langkawi, Malaysia. 8-9 May.
  3. Hj. M.A. Hj. Mansor,Zarina Abdul Rashid, Erma Rahayu Mohd Faizal Abdullah. 2014. Determination of Direction and Speed of a Uniformly Moving Obstacle from Intersections with Virtual Window. 2014 IEEE Symposium on Industrial Electronics and Applications.
  4. Mansor, H., Hj, M. A., Rashid, Z. A., & Abdullah, E. R. M. F. (2013, November). Application of virtual windows to determine the path of a uniformly moving obstacle. In Control System, Computing and Engineering (ICCSCE), 2013 IEEE International Conference on (pp. 270-274). IEEE.
  5. Erma Rahayu Mohd Faizal, Mohd Asri Mansor. 2009. Virtual mid-line detection on curve road for user guidance using simulation model. International Conference on Computer Technology and Development.
  6. Erma Rahayu Mohd Faizal, Mohd Asri Mansor. 2009. Virtual mid-line detection on straight road for user guidance using simulation model. International Conference on Robotics, Vision, Signal Processing & Power Applications.

RESEARCH PROJECT

National
  1. 2024 - 2027, Fundamental Research Grant Scheme (FRGS)
    Vocabulary Sharing Framework For Malaysian Sign Language Translation Using Large Language Model And Deep Learning ( Co-Researcher)
  2. 2021 - 2025, Fundamental Research Grant Scheme (FRGS)
    Long Term Effects Of Covid-19 On Survivors Requiring Intensive Care Treatment ( Co-Researcher)
  3. 2022 - 2025, Prototype Research Grant Scheme (PRGS)
    Ai-enabled Application For Personalization And Monitoring Of Fitness Among Cardiac Rehabilitation Patients ( Co-Researcher)
  4. 2023 - 2025, Fundamental Research Grant Scheme (FRGS)
    A Formulation Of New Fuzzy Membership Approach For Noise Resilience Of Inertia Moment Estimation In Active Force Controller ( Co-Researcher)
  5. 2020 - 2023, Fundamental Research Grant Scheme (FRGS)
    A Machine Learning Based Approach For Software Pattern Grime Identification And Assessment ( Co-Researcher)
  6. 2021 - 2023, Others MOHE
    Data And Platform Democratization Using Self-serve Intelligent Integrated Data Wrangling Sandbox And Platform For Organizational Big Data Adoption ( Co-Researcher)
  7. 2014 - 2017, Geran Penyelidikan Universiti Malaya (UMRG)
    Handling The Complex Overtaking Manoeuvre: A Vision Based Approach ( Principal Investigator(PI))
  8. 2014 - 2017, Fundamental Research Grant Scheme (FRGS)
    Investigating Vision-based Depth Estimation For Real-time Overtaking Manoeuvre ( Principal Investigator(PI))
  9. 2014 - 2016, Fundamental Research Grant Scheme (FRGS)
    Sensors Modularity for Autonomous Micro Aerial Vehicle ( Consultant)
  10. 2014 - 2016, Fundamental Research Grant Scheme (FRGS)
    Assessing learner s cognitive difficulties to improve programming competency among computer science students ( Consultant)
Private
  1. 2024 - 2025, SKIM GERAN PENYELIDIKAN TRANSDISIPLINARI - STRATEGIK DAN BERFOKUS (TRGS-SF) 2024
    Penilaian Prestasi Penyelidikan di Institut Pendidikan Tinggi Malaysia (MyRA2), Universiti Tenaga Nasional ( Co-Researcher)
  2. 2022 - 2023, Private Funding
    Pembangunan Sistem Pemantauan Prestasi Usahawan untuk Majlis Amanah Rakyat (MARA) ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Product Costing System, Perodua Manufacturing Sdn. Bhd.
    01 Dec 2020 - 01 Dec 2022 (National)
  • Digital Tesiar Tablet Application for Quality Inspection (Qi) Section Pmsb, Perodua Manufacturing Sdn. Bhd.
    01 Dec 2020 - 01 Dec 2021 (National)
  • Vehicle Light Detection System, Perodua Manufacturing Sdn. Bhd.
    01 Dec 2020 - 01 Dec 2021 (National)
  • Document Centralization Management System, Perodua Manufacturing Sdn. Bhd.
    01 Dec 2020 - 01 Dec 2021 (National)
  • Press Shop Reporting System, Perodua Manufacturing Sdn. Bhd.
    01 Dec 2019 - 01 Dec 2020 (National)

PAPER PRESENTED

INVITED SPEAKER
  1. Decoding Intelligence: A Dive into Machine Learning Fundamentals, Guest Speaker of Universitas Airlangga, Universitas Airlangga, Indonesia (International) (29 Sep 2023 - 29 Mar 2024)
  2. AI FOR EVERYONE, MOBILITY EXCHANGE PROGRAM (INBOUND PROGRAM), FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, UNIVERSITI MALAYA (University) (26 Jul 2023 - 26 Jul 2023)
  3. Computer Vision & Deep Learning: The Promising Pillars in Orthodontics, RESEARCH SEMINAR, A* STAR RESEARCH CENTRE  (International) (03 Oct 2022 - 03 Oct 2022)
POSTER PRESENTER
  1. COMPUTER VISION IN TRANSPORTATION, AGRICULTURAL SCIENCE & SOCIETY, STRATEGIC ENABLEMENT OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN MALAYSIA WORKSHOP, CREST (National) (03 May 2018 - 03 May 2018)
PRESENTER
  1. Cognitive Assessment of the Special Needs Children in Quran Lessons, Persidangan Akademia-Komuniti Universiti Malaya, Pusat Komuniti dan Kelestarian (UMCares) (National) (28 Nov 2017 - 29 Nov 2017)
  2. Virtual mid-line detection on straight road for user guidance using simulation model, International Conference on Robotics, Vision, Signal Processing & Power Applications (International) (19 Dec 2009 - 20 Dec 2009)
  3. Virtual mid-line detection on curve road for user guidance using simulation model., International Conference on Computer Technology and Development (International) (13 Nov 2009 - 15 Nov 2009)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2024) Improving The Yolov5 Model for Pedestrian Detection in Dense Crowd, University, (Internal Examiner)
  2. (2024) Comprehensive Multi-Task Image Quality Assessment for Ai-Generated Images (Aigis), University, (Internal Examiner)
  3. (2024) Intelligent Vehicle Detection Using Computer Vision and Machine Learning (P2), University, (Internal Examiner)
  4. (2024) Discrete and Continuous Affect Monitoring for Autism Classification from Video, University, (Internal Examiner)
  5. (2024) Cxcnn: Concept-Based Explainable Cnn in Plant Infection Recognition to Enhance Plant Pathology, University, (Internal Examiner)
  6. (2024) Breast Cancer Prediction Based On Machine Learning, University, (Internal Examiner)
  7. (2024) Moderator Markah Peperiksaan Akhir Semester 2, Sesi 2023/2024, University, (Reviewer)
  8. (2024) Pelantikan Sebagai Moderator Kertas Peperiksaan Akhir / Penilaian Alternatif Semester Ii, Sesi 2023/2024, University, (Reviewer)
  9. (2024) Pelantikan Sebagai Ahli Jawatankuasa Pemeriksa Bagi Peperiksaan Semester 2, Sesi 2023/ 2024, University, (Internal Examiner)
  10. (2024) Cxcnn: Concept-Based Explainable Cnn in Plant Infection Recognition to Enhance Plant Pathology, University, (Internal Examiner)
  11. (2024) Pelantikan Sebagai Ahli Jawatankuasa Pemeriksa Bagi Peperiksaan Semester I, Sesi 2023/2024, University, (Internal Examiner)
  12. (2024) Predicting Phone Scam Victimization in Malaysia Using Data Mining Techniques, University, (Internal Examiner)
  13. (2024) Facial Micro Expression Spotting and Recognition Using Deep Learning, University, (Internal Examiner)
  14. (2024) Moderator Kertas Peperiksaan Akhir Sem 1 2023/2024, University, (Reviewer)
  15. (2023) Plant Infection Recognition Using Concept-Based Explainable Convolutional Neural Network to Enhance Plant Pathology and Food Security, University, (Internal Examiner)
  16. (2023) Detecting Diseased Cell Signatures in The Oral Cavity Using Deep Learning, University, (Internal Examiner)
  17. (2023) Masked Face Recognition With Deep Learning, National, (External Examiner)
  18. (2023) Detecting Diseased Cell Signatures in The Oral Cavity Using Deep Learning, University, (Internal Examiner)
  19. (2023) Deep Learning Methods for Neonatal Heart Rate Prediction Using Respiratory Signals, University, (Internal Examiner)
  20. (2023) An Online Multi-Task Learning Algorithm for Covid19 Multi-Output Spatio-Temporal Prediction, University, (Internal Examiner)
  21. (2023) A Predictive Model to Detect Early Stages of Cervical Cancer Using Convolutional Neural Network Algorithms and Digital Colposcopy Images (Re-Evaluation), National, (External Examiner)
  22. (2023) Facial Micro-Expression Spotting and Recognition With Deep Learning, University, (Internal Examiner)
  23. (2023) The Masked Graph Neural Network Model for Gastric Polyp Detection in The Healthcare 4.0, University, (Internal Examiner)
  24. (2023) Extremely Low-Light Image Enhancement With Scene Text Restoration, University, (Internal Examiner)
  25. (2023) Anomaly Detection On Tile Surface Images Using Domain Generalization Algorithms, University, (Internal Examiner)
  26. (2023) A Novel Online Multi-Task Learning for Covid19 Multi-Output Spatio-Temporal Prediction, University, (Internal Examiner)
  27. (2023) Tile Surface Crack Detection Using Model Trained On Synthetic Data, University, (Internal Examiner)
  28. (2023) Prediction of Small-for-Gestational-Age Baby Based On a Developed Fetal Growth Chart from Local Population, University, (Internal Examiner)
  29. (2023) Moderator Bagi Peperiksaan Sem 1, Sesi 2022/2023, University, (Reviewer)
  30. (2022) Oral Cancer Diagnosis Using Medical Images and Ai Techniques, University, (Internal Examiner)
  31. (2022) Facial Micro-Expression Spotting and Recognition With Deep Learning, University, (Internal Examiner)
  32. (2022) A Cervical Cancer Detection Model Using Digital Colposcopy Images and Deep Learning Algorithms, National, (External Examiner)
  33. (2022) Heart Disease Prediction Using Deep Learning Models, University, (Internal Examiner)
  34. (2022) Short Term Load Forecasting Via Explainable Artificial Intelligence (Ai), University, (Internal Examiner)
  35. (2022) Improving Novelty of Abstractive Text Summarization Using Deep Transfer Learning Approaches, University, (Internal Examiner)
  36. (2022) Review Rating Prediction for Restaurants Using Machine and Deep Learning Models, University, (Internal Examiner)
  37. (2022) Generation of Carbon Dioxide Emission Based On Prediction of Fuel Rate & Flare Rate Using Machine Learning, University, (Internal Examiner)
  38. (2022) Human Age Estimation Using Gait and Face Modalities, National, (External Examiner)
  39. (2022) Interpretable Deep Learning Radiomics With Synthetic Data Augmentation for Breast Cancer Diagnosis, University, (Internal Examiner)
  40. (2022) Improving Novelty of Abstractive Text Summarization Using Deep Transfer Learning Approaches, University, (Internal Examiner)
  41. (2022) Interpretable Predictive Modelling Framework Using Grey Relational Analysis for Hospital Readmission, University, (Internal Examiner)
  42. (2022) Facial Micro-Expression Spotting and Recognition With Deep Learning, Emotions Prediction Based On Audio-Visual Content Using Echo State Networks (Esn), Plant Infection Recognition Using Vision-Based Machine Learning Model to Enhance Plant Pathology and Food Security, University, (Internal Examiner)
  43. (2022) Moderator Bagi Peperiksaan Semester 2, Sesi 2021/2022, University, (Reviewer)
  44. (2022) Pemeriksa Dalam Bagi Peperiksaan Semester 2, Sesi 2021/2022, University, (Internal Examiner)
  45. (2022) Forecasting Palm Oil Price Using Machine Learning Techniques, University, (Internal Examiner)
  46. (2022) Interpretable Deep Learning Radiomics With Synthetic Data Augmentation for Breast Cancer Diagnosis, University, (Internal Examiner)
  47. (2022) Moderator Bagi Peperiksaan Semester 1 Sesi 2021/2022, University, (Internal Assessor)
  48. (2022) Pemeriksa Dalam Semester 1 Sesi 2021/2022, University, (Internal Examiner)
  49. (2022) Panel Penilai Projek Akademik Fsktm, University, (Internal Examiner)
  50. (2021) Improved Harris Hawks Optimization Algorithm Using Chaotic Map and Simulated Annealing for Kinship Verification Problem, University, (Internal Examiner)
  51. (2021) Panel Temuduga Saluran Terbuka Universiti Malaya (Satu) Sesi 2021/2022, University, (Internal Assessor)
  52. (2021) Effective Sentiment Analysis Using Data Augmentation and Word Weight Calculation Based On The Self-Supervised Learning, International, (Reviewer)
  53. (2021) Automatic Number Plate Recognition for Taxi Identification, University, (Internal Examiner)
  54. (2021) Predicting Return to Work Among Cardiac Rehab Participant, University, (Internal Examiner)
  55. (2021) Panel Penilai Projek Akademik 2 Semester 2 Sesi 2020/2021, University, (Internal Assessor)
  56. (2021) Penilai Projek Akademik 1 Semester 2 Sesi 2020/2021, University, (Internal Assessor)
  57. (2021) Panel Temuduga Kemasukan Pelajar Antarabangsa Sesi 2021/2022, University, (Internal Assessor)
  58. (2021) Automatic Modulation of Transfer Function Compensation for Satellite Image Restoration, University, (Internal Examiner)
  59. (2021) Investigate Wasserstein Auto-Encoder for Unsupervised Anomaly Detection in Brain Mri, University, (Internal Examiner)
  60. (2021) Segmentation of Customer Based On Rfm Model, University, (Internal Examiner)
  61. (2020) Thesis Title : FOOT RECOGNITION USING DEEP LEARNING TECHNIQUES Name : MABROUKAH MOHAMMED AHMED ABUQADUMAH Role : EXTERNAL EXAMINER UNIVERSITY : MSU , (External Examiner)
  62. (2020) [MULTIMEDIA TOOLS & APPLICATIONS] Dictionary-based smoke video recognition , (Reviewer)
  63. (2020) [MULTIMEDIA TOOLS & APPLICATIONS] Hybrid Evolutionary Technique for Contrast Enhancement of Color Images , (Reviewer)
  64. (2020) [MJCS] An Efficient FPGA Implementation of Hand Gestures Recognition Based on Neural Networks , (Reviewer)
  65. (2020) Doctorate Thesis Title: AUTOMATIC MODULATION OF TRANSFER FUNCTION COMPENSATION FOR SATELLITE IMAGE RESTORATION Name : WONG SOO MEE Id : 17005067/1, (Internal Examiner)
  66. (2019) REVIEWING MANUSCRIPT ENTITLES "EVALUATING THE DIFFERENCES BETWEEN TOP AND LOW PERFORMING STUDENTS ON PSEUDOCODE PROBLEMS: AN EYE-TRACKING STUDY" FOR INTERNATIONAL JOURNAL OF HUMAN -COMPUTER STUDIES , (Reviewer)
  67. (2019) REVIEWING MANUSCRIPT ENTITLED "SATISFIABILITY DATA MINING TECHNIQUE WITH HYBRID CLONAL SELECTION ALGORITHM FOR AUTISTIC SPECTRUM DISORDER SCREENING" ", (Reviewer)
  68. (2019) EXAMINER S EVALUATION OF RESEARCH REPORT FOR MASTER OF DATA SCIENCE (WQD7002) - (COURSEWORK ONLY) CANDIDATE S NAME: SEYED HAMID MIRGHAFOORI (WQD170103) TITLE : VIDEO CAPTCHA AS REAL-TIME LIVENESS VERIFICATION, (Internal Examiner)
  69. (2019) EXAMINER S EVALUATION OF RESEARCH REPORT FOR MASTER OF DATA SCIENCE (WQD7002) - (COURSEWORK ONLY) CANDIDATE S NAME: NUR AISHAH ALIA BT. MOHD SALLEHHUDDIN (WQD170031) TITLE: IDENTIFYING MICROFINANCING OPPORTUNITIES USING E-COMMERCE TRANSACTION DATA, (Internal Examiner)
  70. (2019) PEMERIKSA LUARAN TESIS IJAZAH KEDOKTORAN UITM. TAJUK TESIS: "DEVELOPMENT OF SELF-LEARNING ALGORITHM FOR AUTONOMOUS SYSTEM UTILIZING REINFORCEMENT LEARNING AND UNSUPERVISED WEIGHTLESS NEURAL NETWORK", (External Examiner)
  71. (2018) KEYFRAME-BASED MONOCULAR VISUAL SLAM WITH CONTINUOUS MULTIPLE MAP , (Internal Examiner)
  72. (2018) 1. Automatic Target Recognition in SAR Images 2. A Financial Statement Fraud Detection Model Based on Hybrid Data Mining Methods 3. Training FCNs model with Lesion-size-unified Dermoscopy Images for Lesion Segmentation, (Reviewer)
  73. (2018) PANEL PENILAI PROJEK AKADEMIK II TAHUN AKHIR BAGI SEMESTER 1 SESI 2018/2019, (PANEL PENILAI PROJEK AKADEMIK)
  74. (2018) LOW-LIGHT IMAGE ANALYSIS AND CONTRAST ENHANCEMENT USING GAUSSIAN PROCESS , (Internal Examiner)
  75. (2018) SATELLITE IMAGE THRESHOLDING WITH NEW ESTIMATION OF THE NOISE LEVEL IN THE CONTOURLET DOMAIN , (Reviewer)
  76. (2018) REVIEWER AND TECHNICAL COMMITTEE OF 2018 11th INTERNATIONAL CONFERENCE ON ENVIRONMENTAL AND COMPUTER SCIENCE (ICECS 2018), (Reviewer)
  77. (2017) Pemeriksa Dalam Bagi Peperiksaan Semester II Sesi 2017/2018, (Internal Examiner)
  78. (2015) CORONARY ARTERY STENOSIS DETECTION AND VISUALIZATION , (Internal Examiner)
  79. (2015) NEURO-GENETIC MODEL FOR THE PROJECTION OF CRUDE OIL PRICE CAPABLE OF HANDLING OF UNCERTAINTY , (Internal Examiner)
Contribution to external organisation
  1. (2025) Serve as Visiting Research Fellow At Coe for Unmanned Aerial System, Unimap, National, (Research Fellow/Associate)
  2. (2024) Individual Contributions in Cross-Group Validation of Ai Code of Ethics Draft, National, (Expert Advisor)
  3. (2024) Visiting Research Fellow At Centre of Excellence for Unmanned Aerial System, National, (Research Fellow/Associate)
  4. (2023) Pempamer Bagi Program Jom Masuk U 2023 Zon Pantai Timur, National, (Resource Person)
  5. (2023) Pempamer Karnival Pendidikan Kerjaya Kolej Matrikulasi Melaka, National, (Resource Person)
  6. (2023) Jawatankuasa Protem Penubuhan Pusat Penyelidikan Aeroangkasa Universiti Malaya, University, (Expert Advisor)
  7. (2019) NEW MEDIA TECHNOLOGY RESEARCH GROUP, MANAGEMENT AND SCIENCE UNIVERSITY, National
  8. (2019) SHORT COURSE OF COMPUTER VISION FOR INBOUND STUDENTS FROM LANZHOU UNIVERSITY, CHINA, LANZHOU UNIVERSITY, CHINA
  9. (2019) THINKING AND COMMUNICATION SKILLS LECTURE 18 SEPT 2019, SHINSHU UNIVERSITY
  10. (2019) THINKING AND COMMUNICATION SKILLS LECTURE 11 SEPT 2019, SHINSHU UNIVERSITY
  11. (2015) Anugerah Projek Akademik Cemerlang (APAC) 2015, Faculty of Computer Science & Information Technology
  12. (2015) One Day Workshop on LaTeX Academic Writing 2015, Faculty of Computer Science & Information Technology
  13. (2014) Grant Collaborator, Universiti Teknologi MARA Shah Alam, National
  14. (2014) Grant Collaborator, Universiti Teknologi Malaysia, National
Contribution to event
  1. (2024) Contribute as Speaker - Ai Landscape in Malaysia: Are We On The Right Path, National, (Panelist/Moderator)
  2. (2023) Appointed as Judge to Sulam Showcase Day 2023, University, (Panelist/Moderator)
  3. (2022) Bengkel Hal Ehwal Pelajar Fsktm 2022, University, (Participant)
  4. (2022) Ai Research Group Workshop, University, (Participant)
  5. (2022) Bengkel Pemurnian Pelan Strategik Fsktm 2022 - Siri 2, University, (Participant)
  6. (2022) Bengkel Pemurnian Pelan Strategik Fsktm 2022 - Siri 1, University, (Participant)
  7. (2022) Bengkel Penyediaan Dokumen Psar 03 (Ijazah Dasar) Siri 2 2022, University, (Participant)
  8. (2022) Bengkel Penyediaan Dokumen Psar 03 (Ijazah Dasar) Siri 1 2022, University, (Participant)
Media appearance
  1. (2024) Interview With Edge Malaysia, National, (Interview)
  2. (2024) Alto Ai Bangunkan Large Language Model Pertama Dalam Bahasa Melayu, International, (Interview)
  3. (2023) Tingkat Kemahiran Diri Hadapi Ledakan Ai Menjelang 2030, National, (Interview)
  4. (2023) Kecerdasan Buatan Untuk Semua Orang, International, (Discourse)
Mentoring
  1. (2024) Appointment as Mentor for Galaxy in Tech (Gala it) Awards Night, University, (Mentor)
  2. (2024) Menjadi Penasihat Akademik Bagi Pelajar-Pelajar Di Bawah Pemerhatian (Cgpa, University, (Academic Advisor)
  3. (2023) Hosting and Mentoring Inbound Student from Ehime University - Mr. Ikenouchi Hayato, International, (Mentor)
  4. (2023) Penasihat Projek Penyelidikan Pelajar Bagi Kursus Ko-Kurikulum Gki 1001, University, (Mentor)

SUPERVISION

Under Graduate Students
  1. (2024) Utilising Video Telematics for Enhanced Road Safety
  2. (2024) Predicting Return to Work After Cardiac Rehabilitation Using Machine Learning
  3. (2024) Fully Automatic System for Accurate Localisation and Analysis of Cephalometric Landmarks in Lateral Cephalograms (Subtitle: Fully Automatic System for Accurate Localisation of Cephalometric Landmarks)
  4. (2024) Fully Automatic System for Accurate Localisation and Analysis of Cephalometric Landmarks in Lateral Cephalograms (Subtitle: Evaluation of Automated Cephalometric Analysis Based on AI Techniques Compared to Computer-Assisted Manual Analysis)
  5. (2024) Classifying and Archiving Orthodontic Images Using Deep Learning
  6. (2024) Cardiac Rehabilitation Prescription Prediction
  7. (2024) Car Detection and Recognition of Car Model Using Deep Learning
  8. (2024) Automatic Evaluation of Cervical Vertebral Maturation Status Using AI Techniques
  9. (2024) Industrial Training, IDLAN ASYRAAF BIN KHAIRUL NIZAM
  10. (2023) Intelligent Bracket Placement using Computer Vision
  11. (2023) Forecasting of the Food Security Inflation in Malaysia using ARIMA Model and Machine Learning Approach
  12. (2023) Exercise Prescription Recommendation System for Cardiac Patients
  13. (2023) Computer Vision-based Detection of Tooth Decay and Cavities
  14. (2023) Buddy Recommendation System for Personalized Healthcare
  15. (2023) Automated Triage System for Emergency Room Patients using Computer Vision and Machine Learning
  16. (2023) Automated Tooth Segmentation and Alignment in Orthodontic Treatment Planning
  17. (2023) Automated Recognition of Facial Expressions of Pain using Machine Learning
  18. (2023) Industrial Training, TAN XU YANG
  19. (2022) Tooth Detection and Numbering for Anterior Crowded Teeth using Deep CNN
  20. (2022) Oil Palm Fresh Fruit Bunch Ripeness Classification Using Convolutional Neural Network
  21. (2022) Gender and Ethnicity Estimation based on Skull Size
  22. (2022) Forecasting of Food Security Inflation in Malaysia using ARIMA Model and Machine Learning Approach
  23. (2022) Evaluation of Root Resorption Using Feature Selection Technique on Cone Beam Computed Tomography Images
  24. (2022) Bone Resorption Severity Classification Using Panaromic Radiograph Images of Malaysia Population
  25. (2022) Bone Resorption Pattern Recognition of Edentulous Mandible
  26. (2021) SMART PARKING SELECTION SYSTEM
  27. (2021) Quantifying Resorbed Root Surface Volume on Cone Beam CT Images using Feature Selection Analysis
  28. (2021) Prediction Model for Post Covid-19 Patients
  29. (2021) Online Learning Engagement Detection based on Facial Expression Recognition
  30. (2021) EXERCISE RECOMMENDATION SYSTEM FOR CARDIAC PATIENTS
  31. (2021) EMPLOYEE INFORMATION SYSTEM FOR STAFF PERFORMANCE AND TALENT MANAGEMENT
  32. (2021) Dentistry System for Age Estimation Based on Bone Level
  33. (2021) Age Estimation Based on Skull Size
  34. (2021) AGE ESTIMATION BASED ON APICAL FORAMEN 3D IMAGE
  35. (2017) [FYP-IPPI PROJECT]SMART MONITORING SYSTEM
Postgraduate Student
PhD/ Doctoral
  1. (2024) Photorealistic Portrait Style Transfer with Vision Transformer, MAOWEN ZHOU
  2. (2024) GAME LEARNING ANALYTICS, FATIN NASUHA ABDUL RAZAK
  3. (2024) Evaluation of Neural Network Model to Improve Detection of Advanced Persistent Threats (APT) in the Banking Industry Malaysia., NOOR HAZLINA ABDUL MUTALIB
  4. (2024) Thermal Sensing of a Person by Robots, QURRAT UL AIN
  5. (2023) Three-Dimensional Craniometrics Identification Model and Cephalic Index Classification of Malaysian Sub-Adults: A Multi-Slice Computed Tomography Study, SHARIFAH NABILAH BT SYED MOHD HAMDAN
  6. (2023) TEMPORAL RELATIONAL REASONING IN VIDEOS, Zahra Mahmoud
  7. (2023) ASSESSMENT OF ROOT RESORPTION USING FEATURE SELECTION TECHNIQUE OF INTRAORAL AND CONE BEAM CT IMAGES, NOR HIDAYAH REDUWAN
  8. (2023) Diabetic Retinopathy Detection Using Fusion of Textural and Optimized CNN Features, UZAIR ISHTIAQ
  9. (2021) Medical Image Registration using adversarial training, Behzad Mahaseni
  10. (2017) FEATURES MINING FOR ONLINE HANDWRITTEN ARABIC SIGNATURE VERIFICATION, UZAIR ISHTIAQ
  11. (2014) TBC, THINAGARAN A/L K. HARIDASS
Master
  1. (2024) Breomics-U2NET: Intra-Stage Multi-Scale Dual-Stream Atrous Convolutional Neural Network with Efficient Channel Attention-Based Fusion for Breast Cancer Segmentation Using Automated Breast Ultrasound, NOR HAQKIEM BIN HAMDAN
  2. (2024) Al Based Dental Age Estimation using Buccal Bone Level for Saudi Children, SEYED MATIN MAZLOOM NEZHAD
  3. (2024) Multimodal of LSTM and CNN Fusion, HILMAN HAZIQ ZIKRY BIN HILMI
  4. (2024) AMERICAN SIGN LANGUAGE ALPHABETS DETECTION IN LOW LIGHT INTENSITY ENVIRONMENTS, LAVENESWARY KRISHNAN
  5. (2023) Component Reusability Assessment Model for Autonomous Car Open Source Middleware, A K M SAIFUL HOQUE
  6. (2023) Progressive Expansion: A Reversed Once-For-All Network Training Paradigm for Efficient Edge Model Training in Medical Imaging Use Case, LIM SHIN WEI
  7. (2022) Cardiovascular Disease Prediction Using Long Short Term Memory with Data Augmentation, LOO JIAN HAO
  8. (2021) MACHINE LEARNING FOR LEAF DISEASE SEGMENTATION AND SEVERITY ESTIMATION, ABDUL HAZIM BIN ABDUL MAJEED
  9. (2020) Spotting Events in Football Videos with a Combination of Two-Stream CNN and Dilated RNNS, BEHZAD MAHASENI
  10. (2018) IRIS BIO METRIC RECOGNITION AND AUTHENTICATION, LAVENESWARY KRISHNAN
  11. (2017) Vision-Based Vehicle Overtaking Assistance System, FARHANA BINTI MUSA
  12. (2016) A Vision Based Speed Breaker Detection for Early Warning Notification, ZAFIENAS BINTI CHE ANI
  13. (2016) A Vision Based Speed Breaker Detection for Early Warning Notification, ZAFIENAS BINTI CHE ANI
  14. (2015) A Vision Based Speed Breaker Detection for Early Warning Notification, ZAFIENAS BINTI CHE ANI

TEACHING

Master
  1. (2024) WQF7002 - Artificial Intelligence Techniques
  2. (2023) WQF7002 - Artificial Intelligence Techniques
  3. (2023) WQD7001 - Principles of Data Science
Bachelor
  1. (2024) WIX1001 - Computing Mathematics I
  2. (2024) WIX2001 - Thinking and Communication Skills
  3. (2023) WIX1001 - Computing Mathematics I
  4. (2023) WIA1006 - Machine Learning
  5. (2022) WIX1001 - Computing Mathematics I
  6. (2022) WIA1004 - Fundamentals of Artificial Intelligence
  7. (2022) WIA1006 - Machine Learning
  8. (2021) WIX1001 - Computing Mathematics I
  9. (2021) WIA1004 - Fundamentals of Artificial Intelligence
  10. (2016) WIA1004 - Fundamentals of Artificial Intelligence
  11. (2016) WIX1001 - Computing Mathematics I
  12. (2015) WAES1102 - Principals of Artificial Intelligence
  13. (2015) WIX1001 - Computing Mathematics I
  14. (2015) WXES2112 - Thinking and Communication Skills
  15. (2014) WAES1102 - Principals of Artificial Intelligence
  16. (2014) WAES3370 - Artificial Intelligence Software Tools
  17. (2014) WXES1112 - Computing Mathematics 1
  18. (2013) WAES1102 - Principals of Artificial Intelligence
  19. (2013) WAES3370 - Artificial Intelligence Software Tools
  20. (2012) WAES1102 - Principals of Artificial Intelligence

PATENT/ IPR

  • SNA Estimator
    COPYRIGHT
  • UMFit - a tradename for electronic activity tracking system (EATs)
    TRADEMARK

SOCIAL RESPONSIBILITY ACTIVITIES

  • Committee in The Kempen Kesedaran Kesihatan Mental Bersama Pesara, (29 Nov 2024 - 30 Nov 2024) (National)
  • Student Mobility Program At Prince of Songkla University, Hat Yai, Thailand, (22 Aug 2023 - 26 Aug 2023) (International)
  • Panel Penilai Projek Latihan Ilmiah Ii 2018, (07 Dec 2018 - 14 Dec 2018)
  • Supervisor for Industrial Training Semester 1 2018/2019, (03 Sep 2018 - 28 Feb 2019)
  • Fsktm Merdeka Walk 2018, (13 Aug 2018 - 13 Aug 2018)
  • Program Komuniti Jualan Amal (Buy 4 Charity) Untuk Tabung Kemanusiaan Bersama Kaki Volunteers Malaysia, (19 Apr 2018 - 19 Apr 2018)
  • Kempen Derma Darah 2018, (17 Apr 2018 - 17 Apr 2018)
  • Seminar Graduate On Time 2018, (05 Feb 2018 - 05 Feb 2018)
  • International Technical Committee Member of Cceai 2018, Boracay, Philipines, Jan.19-21, 2018, (19 Jan 2018 - 21 Jan 2018)
  • Supervisor for Industrial Training Semester 2 2017/2018, (29 Dec 2017 - 28 Feb 2019)
  • Larian Hari Keputeraan Sultan Nazrin Shah 2017, (12 Nov 2017 - 12 Nov 2017)
  • Unesco World Teacher'S Day Walk/Run 2017, (07 Oct 2017 - 07 Oct 2017)
  • Tech Data_ibm Nvidia - The Future of Artificial Intelligence & Deep Learning, (17 Aug 2017 - 17 Aug 2017)
  • Qalb-Guided Leadership Training, (07 Aug 2017 - 08 Aug 2017)
  • Extension of Tilawah Asyraaf Mobile Apps, (01 Jun 2017 - 31 Dec 2017)
  • Standard Chartered Kl Marathon 2017, (21 May 2017 - 21 May 2017)
  • Program Pemantapan Pasukan 2017, (11 May 2017 - 14 May 2017)
  • Spongebob Run 2017, (26 Mar 2017 - 26 Mar 2017)
  • Malaysia Women Marathon 2017, (05 Mar 2017 - 05 Mar 2017)
  • Kl International New Year Run 2017, (01 Jan 2017 - 01 Jan 2017)
  • Run for Unity, (03 Sep 2016 - 03 Sep 2016)
  • Kiwanis Club of Klang Fun Run, (31 Jul 2016 - 31 Jul 2016)
  • Building a Mobile Apps for Special Needs Children (Tilawah Asyraaf Mobile Apps), (01 May 2016 - 15 Dec 2016)

COURSE ATTENDED

Internal/ External Course
COURSES ORGANIZED BY PTJ
  1. MANAGING STRESS WITH MINDFULNESS, The Cube Faculty of Computer Science and Information Technology (10 Jul 2018 - 10 Jul 2018)
INTERNAL COURSE- ORGANIZED BY PTJ
  1. WORKSHOP: MANAGING STRESS WITH MINDFULNESS, Universiti Malaya (10 Jul 2018 - 10 Jul 2018)
  2. WORKSHOP: EMERALD TEACHING & LEARNING, Universiti Malaya (23 Jul 2018 - 27 Jul 2018)
  3. ETIKET PROFESIONAL DAN IMEJ KORPORAT, Bilik Senat Aras 4 Bangunan Canseleri (02 Nov 2023 - 02 Nov 2023)
EXTERNAL COURSE
  1. MACHINE LEARNING FOR ENGINEERING DATA INTELLIGENCE, Akademi Sains Malaysia (12 Nov 2018 - 12 Nov 2018)
INTERNAL COURSE
  1. PROGRAM TRANSFORMASI MINDA, Aras 4, Bilik Senat Bangunan Canseleri (01 Apr 2019 - 04 Apr 2019)