Curriculum Vitae

ASSOCIATE PROF. TS. DR. AZNUL QALID BIN MD SABRI

Associate Professor
  • Department of Artificial Intelligence
    Faculty of Computer Science and Information Technology
  • aznulqalid
  • 0379676308

BIOGRAPHY

Dr. Aznul Qalid Md Sabri currently holds the position of Associate Professor at the Department of Artificial Intelligence, Faculty of Computer Science & IT, Universiti Malaya.

He was previously the Director of UM Centre of Innovation and Enterprise (UMCIE). In that role, he led a center that manages technology transfer, and the commercialization of research output for the entire of Universiti Malaya.

Prior to that, he was appointed as the Head for the Department of Artificial Intelligence, Faculty of Computer Science and Information Technology (FCSIT), Universiti Malaya, Malaysia. During his tenure as the department head, he had led the establishment of Malaya AIR, which stands for the Malaya AI Research center.

He is a graduate of the prestigious Erasmus Mundus Master in Vision and Robotics (ViBot), a Master program jointly coordinated by three different universities (University of Burgundy, France, University of Girona, Spain and Heriot-Watt University Edinburgh, United Kingdom). He then completed his Master's degree by performing a research internship program at the Commonwealth Scientific Research Organization (CSIRO) in Brisbane, Australia focusing on Medical Imaging. Next, he pursued his PhD on the topic of “Human Action Recognition” (completed with distinction, très honorable), under a program jointly offered by a well-known research institution in France, Mines de Douai (a research lab) and the reputable University of Picardie Jules Verne, Amiens, France.

He is an active researcher in the field of Artificial Intelligence, having published in multiple international conferences as well as international journals. His main research interest is in the field of Computer Vision and Machine Learning especially the application of AI in Healthcare. Among the highlight of his research achievement is securing a bilateral collaboration with France through the Malaysia-France- Bilateral Research Collaboration 2021 (MATCH 2021)  grant. Through this grant, he is currently co-supervising a PhD student (with a French counterpart) that has published a paper on the usage of AI for emotion detection and estimation, that has potential usage for evaluating the emotional level of Autistic children.

He is also active in research commercialization, having co-founded a UM spin-off company, Fylix Sdn. Bhd. (www.fylix.my). Fylix is an AI-based company that has delivered projects for government agencies such as the Malaysia Government Call Center (MyGCC) as well as large private corporations such as PETRONAS and the Employees Provident Fund (EPF) focusing on intelligent Chatbot solution as well as automating operations via AI. 

He is also instrumental in moving the faculty's business pod forward, FSKTM Technovations (https://technovations.com.my/), which has delivered multiple projects focused on system development as well as providing training and consultations for local and international companies such as Air Liquide, a French multi-national company.

ACADEMIC QUALIFICATION

  • Doctoral Degree (PhD), (Artificial Intelligence)
    Ecole Des Mines, Douai, Perancis
  • MSc. (Vision & Robotics), (Robotik(speech & Vision))
    Heriot-watt University
  • BScomp(UM), (KEPINTARAN BUATAN)
    Universiti Malaya (um)

ADMINISTRATIVE DUTIES

  • Director
    18 Mar 2024 - 16 Mar 2025 (Innovation and Enterprise Centre, Deputy Vice-chancellor (research and Innovation))
  • Deputy Director
    13 Feb 2023 - 12 Feb 2024 (UM Centre of Innovation & Commercialization (umcic), Deputy Vice-chancellor (research and Innovation))
  • Head of Department
    01 Jan 2022 - 12 Feb 2023 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AHLI JAWATANKUASA PENILAI HARTA INTELEK UNIVERSITI MALAYA
    01 Jul 2020 - 30 Jun 2023 (University Malaya)
  • AHLI JAWATANKUASA SURAU & KEROHANIAN FSKTM
    24 Jun 2020 - 23 Jun 2021 (Faculty)
  • PROGRAM ADVISOR, UM 's OFFICE OF INDUSTRY & COMMUNITY ENGAGEMENT (UM ICE)
    13 Mar 2020 - 12 Mar 2021 (University Malaya)
  • INDUSTRIAL TRAINING COORDINATOR FOR FACULTY OF COMPUTER SCIENCE & INFORMATION TECHNOLOGY
    01 Aug 2019 - 31 Dec 2020 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • MEMBER OF CENTRE FOR RESEARCH IN INDUSTRY 4.0 (CRI4.0), UNIVERSITY OF MALAYA
    27 Oct 2018 - 31 Dec 2020 (University Malaya)
  • AHLI JAWATANKUASA WARDEN KEBAKARAN FSKTM
    02 Jan 2020 - 31 Dec 2020 (Faculty)
  • Committee Member for MDEC's Premier Digital Tech IHL
    24 Aug 2017 - 31 Jul 2020 (Faculty)
  • Committee Member for Intellectual Property Rights, UMCIC
    01 Jul 2018 - 30 Jun 2020 (University Malaya)
  • Associate Editor Malaysian Journal of Computer Science
    01 Jan 2018 - 01 Jan 2020 (National)
  • Coordinator
    01 Oct 2016 - 07 Aug 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • Coordinator
    01 Oct 2016 - 07 Aug 2018 (Dean Office, Faculty of Computer Science and Information Technology)
  • Penyelaras Latihan Industri Jabatan Kepintaran Buatan, FSKTM
    09 May 2016 - 08 May 2018 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • AJK Penyelenggaraan Wisma R&D
    08 Nov 2016 - 08 Nov 2017 (University Malaya)
  • Committee Member for Faculty's Research Committee
    10 Aug 2016 - 09 Aug 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member for Faculty's IPR Taskforce
    01 Aug 2016 - 31 Jul 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member for Malaysian Journal of Computer Science
    14 Mar 2016 - 13 Mar 2017 (International)
  • Bendahari 1 Surau dan Kerohanian Fakulti Sains Komputer dan Teknologi Maklumat
    27 Jan 2016 - 26 Jan 2017 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Committee Member for UM111 Celebration Committee
    28 Jan 2016 - 20 Dec 2016 (Dean Office, Faculty of Computer Science and Information Technology)
  • (Committee Member) UMExpert Taskforce
    15 Dec 2014 - 14 Dec 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • (Committee Member) IPR Taskforce
    01 Aug 2014 - 31 Jul 2016 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • (Committee Member) MobileAppsTec Competition
    28 Nov 2014 - 27 Nov 2015 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)
  • Jury for "Anugerah Projek Akademik Cemerlang, 2014"
    17 Dec 2014 - 17 Dec 2014 (Department of Artificial Intelligence, Faculty of Computer Science and Information Technology)

MEMBERSHIPS

  • MRANTI AI STRATEGIC ADVISORY PANEL, ADVISORY BOARD
    2025 to 2025 (National)
  • AHLI KUMPULAN TEKNIKAL (TWG) PENENTUAN BIDANG KEUTAMAAN PENYELIDIKAN KESIHATAN DI BAWAH RMK-13, MEMBER
    2025 to present (National)
  • NATIONAL AI EXPERT FOR ASIAN PRODUCTIVITY ORGANIZATION, MEMBER
    2025 to 2025 (International)
  • PROFESSIONAL TECHNOLOGIST, MEMBER
    2023 to 2024 (National)
  • PAKAR BIDANG PENILAIAN JURNAL MYCITE DANPENGESYORAN JURNAL KE ASEAN CITATION INDEX (ACI) BAGI TAHUN 2021-2024, ADVISORY BOARD
    2021 to 2024 (National)
  • DIGITAL LEADERSHIP EXCELLENCE (DLE) PROGRAMME: NAVIGATING THE TECH FRONTIER , MEMBER
    2024 to 2024 (National)
  • BUSINESS SOLUTIONS SPECIALIST BAGI FSKTM TECHNOVATIONS (POD PERNIAGAAN FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT, UM), ADVISORY BOARD
    2021 to 2022 (University)
  • EXECUTIVE EDITOR OF MALAYSIAN JOURNAL OF COMPUTER SCIENCE, CHIEF EDITOR/ EDITOR IN CHIEF
    2020 to 2022 (International)
  • IEEE SENIOR MEMBER, MEMBER
    2021 to 2022 (International)
  • KETUA TASKFORCE POLISI DOKUMENTASI DIGITAL UNIVERSITI MALAYA, CHIEF EDITOR/ EDITOR IN CHIEF
    2021 to 2021 (University)
  • IEEE COMPUTATIONAL INTELLIGENCE SOCIETY, MEMBER
    2018 to 2019 (University)
  • IEEE YOUNG PROFESSIONALS, MEMBER
    2018 to 2019 (University)
  • IEEE COMPUTER SOCIETY MEMBERSHIP, MEMBER
    2018 to 2019 (International)

AWARD AND STEWARDSHIP

  • Excellence Service Award
    2021, Universiti Malaya
  • IEEE Senior Member
    2021, IEEE, International
  • International Competition On Computing Innovation, Ice-cinno 2016 (gold)
    2016, Universiti Malaysia Pahang,  (International)
  • Certificate of Excellent Service
    2016, Universiti Malaya
  • UM Excellence Award
    2014, Universiti Malaya

PUBLICATIONS

Article in Journal
WoS
  1. Fan, Guangrui; Sabri, Aznul Qalid Md.; Rahman, Siti Soraya Abdul; Pan, Lihu; Rahardja, Susanto (2025). Emerging Trends in Graph Neural Networks for Traffic Flow Prediction: A Survey, ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING. . doi:10.1007/s11831-025-10286-9
  2. Fan, Guangrui; Sabri, Aznul Qalid Md; Rahman, Siti Soraya Abdul; Pan, Lihu (2025). DynaKey-GNN: An efficient dynamic key-node multi-graph neural network for spatio-temporal traffic flow forecasting, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 159. doi:10.1016/j.engappai.2025.111757
  3. Mulenga, Mwenge; Rajamanikam, Arutchelvan; Kumar, Suresh; Muhammad, Saharuddin bin; Bhassu, Subha; Samudid, Chandramathi; Sabri, Aznul Qalid Md; Seera, Manjeevan; Eke, Christopher Ifeanyi (2025). Revolutionizing colorectal cancer detection: A breakthrough in microbiome data analysis, PLOS ONE. 20(1). doi:10.1371/journal.pone.0316493
  4. Abubakar, Yahaya Idris; Othmani, Alice; Siarry, Patrick; Sabri, Aznul Qalid Md (2024). A Systematic Review of Rare Events Detection Across Modalities Using Machine Learning and Deep Learning, IEEE ACCESS. 12, 47091-47109. doi:10.1109/ACCESS.2024.3382140
  5. Khoozani, Zahra Shams; Sabri, Aznul Qalid Md; Seng, Woo Chaw; Seera, Manjeevan; Eg, Kah Yee (2024). Navigating the landscape of concept-supported XAI: Challenges, innovations, and future directions, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-023-17666-y
  6. Khor, Stephen Wen Hwooi; Sabri, Aznul Qalid Md; Othmani, Alice (2024). Autism classification and monitoring from predicted categorical and dimensional emotions of video features, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-023-02699-5
  7. Mutalib, Noor Hazlina Abdul; Sabri, Aznul Qalid Md; Wahab, Ainuddin Wahid Abdul; Abdullah, Erma Rahayu Mohd Faizal; Aldahoul, Nouar (2024). Explainable deep learning approach for advanced persistent threats (APTs) detection in cybersecurity: a review, ARTIFICIAL INTELLIGENCE REVIEW. 57(11). doi:10.1007/s10462-024-10890-4
  8. Xu, Mingzhe; Abdullah, Nor Aniza; Sabri, Aznul Qalid Md (2024). A method to improve the prediction performance of cancer-gene association by screening negative training samples through gene network data, COMPUTATIONAL BIOLOGY AND CHEMISTRY. 108. doi:10.1016/j.compbiolchem.2023.107997
  9. Alomari, Ayham; Al-Shamayleh, Ahmad Sami; Idris, Norisma; Qalid Md Sabri, Aznul; Alsmadi, Izzat; Omary, Danah (2023). Warm-Starting for Improving the Novelty of Abstractive Summarization, IEEE ACCESS. 11, 112483-112501. doi:10.1109/ACCESS.2023.3322226
  10. Kulathilake, K. A. Saneera Hemantha; Abdullah, Nor Aniza; Sabri, Aznul Qalid Md; Lai, Khin Wee (2023). A review on Deep Learning approaches for low-dose Computed Tomography restoration, COMPLEX & INTELLIGENT SYSTEMS. . doi:10.1007/s40747-021-00405-x
  11. Mulenga, Mwenge; Kareem, Sameem Abdul; Sabri, Aznul Qalid Md; Seera, Manjeevan (2023). Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data (vol 9, pg 97296, 2021), IEEE ACCESS. 11, 44649-44649. doi:10.1109/ACCESS.2023.3269309
  12. Othmani, Alice; Sabri, Aznul Qalid Md; Aslan, Sinem; Chaieb, Faten; Rameh, Hala; Alfred, Romain; Cohen, Dayron (2023). EEG-based neural networks approaches for fatigue and drowsiness detection: A survey, NEUROCOMPUTING. 557. doi:10.1016/j.neucom.2023.126709
  13. Wong, Guan Sheng; Goh, Kah Ong Michael; Tee, Connie; Md. Sabri, Aznul Qalid (2023). Review of Vision-Based Deep Learning Parking Slot Detection on Surround View Images, SENSORS. 23(15). doi:10.3390/s23156869
  14. Aldahoul, Nouar; Karim, Hezerul Abdul; Sabri, Aznul Qalid Md; Tan, Myles Joshua Toledo; Momo, Mhd Adel; Fermin, Jamie Ledesma (2022). A Comparison Between Various Human Detectors and CNN-Based Feature Extractors for Human Activity Recognition via Aerial Captured Video Sequences, IEEE ACCESS. 10, 63532-63553. doi:10.1109/ACCESS.2022.3182315
  15. Alomari, Ayham; Idris, Norisma; Sabri, Aznul Qalid Md; Alsmadi, Izzat (2022). Deep reinforcement and transfer learning for abstractive text summarization: A review, COMPUTER SPEECH AND LANGUAGE. 71. doi:10.1016/j.csl.2021.101276
  16. Elgamal, Zenab; Sabri, Aznul Qalid Md; Tubishat, Mohammad; Tbaishat, Dina; Makhadmeh, Sharif Naser; Alomari, Osama Ahmad (2022). Improved Reptile Search Optimization Algorithm Using Chaotic Map and Simulated Annealing for Feature Selection in Medical Field, IEEE ACCESS. 10, 51428-51446. doi:10.1109/ACCESS.2022.3174854
  17. Hwooi, Stephen Khor Wen; Othmani, Alice; Sabri, Aznul Qalid Md (2022). Deep Learning-Based Approach for Continuous Affect Prediction From Facial Expression Images in Valence-Arousal Space, IEEE ACCESS. 10, 96053-96065. doi:10.1109/ACCESS.2022.3205018
  18. Kulathilake, K. A. Saneera Hemantha; Abdullah, Nor Aniza; Sabri, Aznul Qalid Md; Bandara, A. M. R. Ravimal; Lai, Khin Wee (2022). A review on self-adaptation approaches and techniques in medical image denoising algorithms, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-022-13511-w
  19. Fatovatikhah, Farnaz; Ahmedy, Ismail; Noor, Rafidah Md; Kolandaisamy, Raenu; Sabri, Aznul Qalid Md; Othman, Fazidah; Noor, Noorzaily Mohd (2021). A hybrid flood waste classification model using 3D-wavelet transform and support vector machines techniques, JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. . doi:10.1007/s12652-020-02674-9
  20. Liang, S. B., Sabri, A. Q. M., Alnajjar, F., & Loo, C. K. (2021). Autism Spectrum Self-Stimulatory Behaviors Classification Using Explainable Temporal Coherency Deep Features and SVM Classifier. IEEE Access, 9, 34264-34275. doi: 10.1109/access.2021.3061455
  21. Mulenga, M., Kareem, S. A., Sabri, A. Q. M., & Seera, M. (2021). Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data. Ieee Access, 9, 97296-97319. doi: 10.1109/access.2021.3094529
  22. Mulenga, M., Kareem, S. A., Sabri, A. Q. M., Seera, M., Govind, S., Samudi, C., & Bin Mohamad, S. (2021). Feature Extension of Gut Microbiome Data for Deep Neural Network-Based Colorectal Cancer Classification. IEEE Access, 9, 23565-23578. doi: 10.1109/access.2021.3050838
  23. 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
  24. Shagari, N. M., Idris, M. Y. I., Bin Salleh, R., Ahmedy, I., Murtaza, G., & Sabri, A. Q. B. (2021). A hybridization strategy using equal and unequal clustering schemes to mitigate idle listening for lifetime maximization of wireless sensor network. Wireless Networks, 27(4), 2641-2670. doi: 10.1007/s11276-021-02608-z
  25. Conen, David; Alonso-Coello, Pablo; Douketis, James; Chan, Matthew T., V; Kurz, Andrea; Sigamani, Alben; Parlow, Joel L.; Wang, Chew Yin; Villar, Juan C.; Srinathan, Sadeesh K.; Tiboni, Maria; Malaga, German; Guyatt, Gordon; Sivakumaran, Soori; Rodriguez Funes, Maria-Virginia; Cruz, Patricia; Yang, Homer; Dresser, George K.; Alvarez-Garcia, Jesus; Schricker, Thomas; Jones, Philip M.; Drummond, Leanne W.; Balasubramanian, Kumar; Yusuf, Salim; Devereaux, P. J. (2020). High performing multimedia transmission approach based on QoS support and admission control over IEEE 802.11e networks, INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS. 33(5). doi:10.1002/dac.4193
  26. Hwooi, S. K. W., Sabri, A. Q. M. (2020). INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT. Malaysian Journal of Computer Science, 33(1), 22-34. doi: 10.22452/mjcs.vol33no1.2
  27. Hwooi, Stephen Khor Wen; Sabri, Aznul Qalid Md (2020). INVESTIGATION OF IMAGE STITCHING REFINEMENT WITH ENHANCED CORRELATION COEFFICIENT, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 33(1), 22-34. doi:10.22452/mjcs.vol33no1.2
  28. Khanam, S., Bin Ahmedy, I., Idris, M. Y. I., Jaward, M. H., & Sabri, A. Q. B. (2020). A Survey of Security Challenges, Attacks Taxonomy and Advanced Countermeasures in the Internet of Things. IEEE Access, 8, 219709-219743. doi: 10.1109/access.2020.3037359
  29. Chembe, C., Kunda, D., Ahmedy, I., Noor, R. M., Sabri, A. Q. M., Ngadi, M. A. (2019). Infrastructure based spectrum sensing scheme in VANET using reinforcement learning. Vehicular Communications, 18, 14. doi:10.1016/j.vehcom.2019.100161
  30. AlDahoul, N., Sabri, A. Q. M., Mansoor, A. M. (2018). Real-Time Human Detection for Aerial Captured Video Sequences via Deep Models. Computational Intelligence and Neuroscience, 14. doi:10.1155/2018/1639561
  31. Daoud, H. A., Sabri, A. Q. M., Loo, C. K., Mansoor, A. M. (2018). SLAMM: Visual monocular SLAM with continuous mapping using multiple maps. Plos One, 13(4), 22. doi:10.1371/journal.pone.0195878
  32. Salman, M. I., Mansoor, A. M., Jalab, H. A., Sabri, A. Q. M., Ahmed, R. (2018). A Joint Evaluation of Energy-Efficient Downlink Scheduling and Partial CQI Feedback for LTE Video Transmission. Wireless Personal Communications, 98(1), 189-211. doi:10.1007/s11277-017-4863-2
  33. Zerdoumi, S., Sabri, A. Q. M., Kamsin, A., Hashem, I. A. T., Gani, A., Hakak, S., . . . Chang, V. (2018). Image pattern recognition in big data: taxonomy and open challenges: survey. Multimedia Tools and Applications, 77(8), 10091-10121. doi:10.1007/s11042-017-5045-7
  34. Al-Maweri, N., Sabri, A. Q. M., Mansoor, A. M., Obaidellah, U. H., Faizal, E. R. M., Lai, P. C. J. (2017). Metadata hiding for UAV video based on digital watermarking in DWT transform. Multimedia Tools and Applications, 76(15), 16239-16261.
  35. Sabri, A. Q. M., Boonaert, J., Abdullah, E., Mansoor, A. M. (2017). SPATIO-TEMPORAL CO-OCCURRENCE CHARACTERIZATIONS FOR HUMAN ACTION CLASSIFICATION. Malaysian Journal of Computer Science, 30(3), 154-173
Scopus
  1. Dia M., Khodabandelou G., Sabri A.Q.M., Othmani A. (2024). Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning, Biomedical Signal Processing and Control. 89. doi:10.1016/j.bspc.2023.105712
  2. Xu M., Abdullah N.A., Md Sabri A.Q. (2024). A method to improve the prediction performance of cancer-gene association by screening negative training samples through gene network data, Computational Biology and Chemistry. 108. doi:10.1016/j.compbiolchem.2023.107997
Others
  1. Liang, S., Sabri, A. Q., Alnajjar, F., & Loo, C. K. (2021). Autism spectrum self-stimulatory behaviours classification using explainable temporal coherency deep features and SVM classifier. IEEE Access, 1-1. doi:10.1109/access.2021.3061455
  2. M. Mulenga, S. A. Kareem, A. Q. M. Sabri and M. Seera, "Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data," in IEEE Access, vol. 9, pp. 97296-97319, 2021, doi: 10.1109/ACCESS.2021.3094529.
  3. Mulenga, M., Kareem, S. A., Sabri, A. Q. M., Seera, M., Govind, S., Samudi, C., & Mohamad, S. (2021). Feature Extension of Gut Microbiome Data for Deep Neural Network Based Colorectal Cancer Classification. IEEE Access, 1. https://doi.org/10.1109/access.2021.3050838
  4. Hwooi, S. K. W., Loo, C. K., & Sabri, A. Q. M. (2019). Emotion Differentiation Based on Arousal Intensity Estimation from Facial Expressions. Lecture Notes in Electrical Engineering Information Science and Applications, 249 257. doi: 10.1007/978-981-15-1465-4_26
  5. Liang, S., Loo, C. K., & Sabri, A. Q. M. (2019). Autism Spectrum Disorder Classification in Videos: A Hybrid of Temporal Coherency Deep Networks and Self-organizing Dual Memory Approach. Lecture Notes in Electrical Engineering Information Science and Applications, 421 430. doi: 10.1007/978-981-15-1465-4_42
  6. 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.
  7. Hwooi S. K. W., Md Sabri A. Q. (2018). Investigation of Image Stitching Refinement with Enhanced Correlation Coefficient. Malaysian Journal of Computer Science.
  8. Salman M. I., Mansoor, A. M., Jalab, H. A., Md Sabri, A. Q. and Ahmed. R. (2017). A Joint Evaluation of Energy-Efficient Downlink Scheduling and Partial CQI Feedback for LTE Video. Wireless Personal Communications.
  9. Zerdoumi Saber, Aznul Qalid Md Sabri ,Amirrudin Kamsin, Saqib Hakak and Faiz Alotaibi (2017). HMM-based Arabic Handwritten Word Recognition via Zone Segmentation. International Journal of Advanced Intelligence Paradigms.
  10. Zerdoumi Saber, Aznul Qalid Md Sabri, Amirrudin Kamsin, Abdullah Gani (2017). Image Pattern Recognition in Big Data: Taxonomy and Open Challenges: Survey. Multimedia Tools and Applications.
  11. Nasr addin Ahmed Salem Al-maweri, Aznul Qalid Md Sabri, Ali Mohammed Mansoor (2016). Automatic Rotation Recovery Algorithm for Accurate Digital Image and Video Watermarks Extraction. International Journal of Advanced Computer Science and Applications 7(11), 65-72.
  12. 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)
Article in Proceeding
  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, 2014
  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, 2014.
  3. A. Q. M. Sabri, J. Boonaert, S. Lecoeuche, E. M. Mouaddib. Caract'erisation spatio-temporelle des co-occurrences par ACP `a noyau pour la classification des actions humaines, GRETSI Symposium on Signal and Image Processing (GRETSI) 2013, Brest, France.
  4. A. Q. M. Sabri, J. Boonaert, S. Lecoeuche, E. M. Mouaddib. Multi Spatio Temporal Co-occurrence Measures for Human Action Classification, IAPR International Conference on Machine Visions and Applications (MVA) 2013. Kyoto, Japan.
  5. A. Q. M. Sabri, J. Boonaert, S. Lecoeuche, E. M. Mouaddib. Human Action Classification Using SURF Based Spatio-temporal Correlated Descriptors, IEEE International Conference on Image Processing (ICIP) 2012. Florida, U.S.A.

RESEARCH PROJECT

National
  1. 2021 - 2023, Others MOHE
    Data And Platform Democratization Using Self-serve Intelligent Integrated Data Wrangling Sandbox And Platform For Organizational Big Data Adoption ( Principal Investigator(PI))
  2. 2019 - 2022, Others MOHE - Top 100 (IIRG)-IISS
    Optimization Of Biogas Production From Palm Oil Mill Effluent Using Machine Learning Techniques ( Co-Researcher)
  3. 2020 - 2022, RU Geran - Fakulti Program
    Engagement Evaluation of Online Learners using Computer Vision via Non-Verbal Cues ( Principal Investigator(PI))
  4. 2019 - 2021, Others MOHE - Top 100 (IIRG)-IISS
    Development Of A Software To Predict Durability Of Rubber Products Under Fluctuating Loading ( Principal Investigator(PI))
  5. 2019 - 2021, Others MOHE - Top 100 (IIRG)-HWB
    Diagnosis Of Hfmd Virus Using Optical Biosensor Based On Machine Learning (ml) Algorithms ( Co-Researcher)
  6. 2018 - 2020, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SBS (Equitable Society)
    Deep Learning For Automated Characterization & Diagnosis Of Autism Spectrum Disorder (asd) ( Principal Investigator(PI))
  7. 2014 - 2018, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    A Comprehensive Navigation And Exploration Framework Via Integration Of Multiple Sensors On A Micro Aerial Vehicle ( Principal Investigator(PI))
  8. 2018 - 2018, RU Geran - UMCIC
    Krispi:a Cognitive Conversational Agent For Industry 4.0 ( Principal Investigator(PI))
  9. 2014 - 2017, Fundamental Research Grant Scheme (FRGS)
    Sensors Modularity For Autonomous Micro Aerial Vehicle ( Principal Investigator(PI))
  10. 2021 - 2023, Others MOHE
    MALAYSIA BIG DATA RESEARCH EXCELLENCE CONSORTIUM (BiDaREC) ( Principal Investigator(PI))
Private
  1. 2018 - 2019, Private Funding
    Sahriah Chatbot Development ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Data Hub With Api Portal Development and Data Mining, SKYWORLD DEVELOPMENT BERHAD
    01 Apr 2023 - 31 Mar 2025 (National)
  • Kajian Pendigitalan Aktiviti Promosi Eksport Bagi Pembangunan Integrated Trade Event Platform (itep), Malaysia External Trade Development Corporation, Manager
    20 Jan 2023 - 30 Nov 2023 (National)
  • Kajian Penyediaan Blueprint Pendigitalan Perkhidmatan Kpdnhep Secara End-to-end dan Big Data, KEMENTERIAN PERDAGANGAN DALAM NEGERI DAN HAL EHWAL PENGGUNA, Coordinator
    15 Aug 2021 - 14 Aug 2022 (National)
  • Kajian Ekosistem Pembelajaran Digital Di Institusi Pengajian Tinggi Malaysia, KEMENTERIAN PENGAJIAN TINGGI, Consultant
    30 Jun 2021 - 29 Jan 2022 (National)

PAPER PRESENTED

PLENARY SPEAKER
  1. Artificial Intelligence in Education, IMU Learning Resources Festival, 2018, International Medical University (International) (09 Oct 2018 - 11 Oct 2018)
INVITED SPEAKER
  1. The Future of Secured Artificial Intelligence in Malaysia, SEMINAR KESELAMATAN DAN JAMINAN MAKLUMAT (ISAS'21), Islamic Science University of Malaysia (International) (06 Nov 2021 - 06 Nov 2021)
  2. Program Sembang Santai - Hari Kesedaran Autisme Sedunia 2021, Program Sembang Santai - Hari Kesedaran Autisme Sedunia 2021, AKRAB UNIVERSITI MALAYA (University) (02 Apr 2021 - 02 Apr 2021)
EVENT ORGANISER
  1. -, Postgraduate Research Excellence Symposium, FCSIT, University of Malaya (PgRes2015), Faculty of Computer Science & Information Technology, University of Malaya (Others) (09 Jun 2015 - 09 Jun 2015)
ORAL PRESENTER
  1. Multi Spatio Temporal Co-occurrence Measures for Human Action Classification, IAPR International Conference on Machine Visions and Applications (International) (01 Feb 2013)
POSTER PRESENTER
  1. Caract'erisation spatio-temporelle des co-occurrences par ACP `a noyau pour la classification des actions humaines. (In English: Kernel PCA Reduced Spatio-temporal Co-occurrence Characterizations for Human Action Classification), GRETSI Symposium on Signal and Image Processing, GRETSI (National) (03 Sep 2013 - 06 Sep 2016)
  2. Human Action Classification Using SURF Based Spatio-temporal Correlated Descriptors, International Conference on Image Processing (International) (01 Feb 2012)
PRESENTER
  1. Deep Learning Essentials, International Conference on Information Technology & Society, 2018, Kolej Universiti Islam Antarabangsa Selangor (KUIS) (International) (29 Oct 2018 - 29 Oct 2018)
OTHERS
  1. "Deploying AI and ML for Common Good - Setting the STI Agenda for Home-Grown Solutions" Position Paper, Special Interest Group on Machine Learning (SIGML) Syndication Workshop, 12-13 November 2019, Academy of Sciences Malaysia (National) (12 Nov 2019 - 13 Nov 2019)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2021) Crest Pdf Grant Evaluator, National, (Reviewer)
  2. (2020) EXECUTIVE EDITOR FOR MALAYSIAN JOURNAL OF COMPUTER SCIENCE , (Editor)
  3. (2019) TECHNICAL COMMITTEE FOR SPML 2019: International Conference on Signal Processing and Machine Learning, (Scientific Committee)
  4. (2019) REVIEWER FOR SPML 2019: International Conference on Signal Processing and Machine Learning, (Reviewer)
  5. (2018) Internal Examiner, PhD Thesis, Mohd Faizal Abdul Razak. "A Malware Risk Analysis and Detection System for Mobile Devices Using Permission Based Features." , (Internal Examiner)
  6. (2018) Assistant Associate Editor for Malaysian Journal of Computer Science, (Assistant Associate Editor )
  7. (2018) Internal Examiner, MSc Thesis, Fatemeh Saeedi Far, "Multi-Parametric Ant Colony Optimization for Dynamic Vehicle Routing Problem.", (Internal Examiner)
  8. (2018) Reviewer for KSII Transactions on Internet and Information Systems, (Reviewer)
  9. (2018) Reviewer for Malaysian Journal of Computer Science, (Reviewer)
  10. (2016) Reviewer for Journal of Telecommunication, Electronic and Computer Engineering (JTEC) ISSN: 2180-1843, e-ISSN: 2289-8131, (Reviewer)
  11. (2016) Internal Examiner for Zulqornain Abdulsalam Gambari,"Enhanced Convolutional Neural Networks with Fractional Max-Pooling", (Internal Examiner)
  12. (2016) Reviewer for the 1st International Conference on Advanced Technology and Applied Sciences 2016, organized by Universiti Teknologi Malaysia (UTM) & Malaysia-Japan International Institute Of Technology (MJIT)., (Reviewer)
  13. (2016) Reviewer (journal paper) International Journal of Advanced Mechatronic Systems., (Reviewer)
  14. (2016) Internal Examiner for Doctoral Thesis, Ong Hui San, "Computational Methods for Self-Assembly of DNA Nanostructures", (Internal Examiner)
  15. (2016) Internal Examiner for Doctoral Thesis, Kok Ven Jyn, "Visual Analysis of Dense Crowds", (External Examiner)
  16. (2016) Internal Examiner for Doctoral Thesis, Adel Lahsasna, "An Interpretable Fuzzy-Ensemble Method For Classification And Data Analysis", (Internal Examiner)
  17. (2015) Reviewer (paper) 10th Asian Control Conference 2015 (ASCC2015) , (Reviewer)
  18. (2015) Internal Examiner, PhD Thesis, Emmanuel Gbenga Dada, "The Fusion of Particle Swarm Optimization (PSO) and Interior Point Method as Cooperative Movement Control Algorithn in Swarm Robotics"., (Internal Examiner)
  19. (2015) Reviewer (Paper) Game Physics and Mechanics International Conference 2015 (GAMEPEC2015) , (Reviewer)
  20. (2015) Internal Examiner for Doctoral Thesis, Bardia Yousefi,"Human Action Recognition Using Slow Feature Analysis"., (Internal Examiner)
  21. (2015) Internal Examiner, Masters Thesis, Lee Yiling, "The Development of RNA Logic Gates Library for the Construction of Molecular Information Processing Circuits"., (Internal Examiner)
  22. (2014) Reviewer (journal papers) International Journal of Advance Foundation and Research in Computer , (Reviewer)
  23. (2014) Reviewer/ panel (papers, projects) for the 2nd Mini Symposium on Artificial Intelligence and Robotics (AIR 2014), CAIRO, Universiti Teknologi Malaysia, Kuala Lumpur , (Reviewer)
  24. (2014) Reviewer (papers) International Conference on Information Technology and Multimedia 2014, organized by Universiti Tenaga Nasional Malaysia. , (Reviewer)
Contribution to external organisation
  1. (2021) Collaboration On Wehealth National Technology & Innovation Sandbox (ntis), National, (Expert Advisor)
  2. (2021) Speaker for Mtdc's Knowledge Sharing Session, National, (Resource Person)
  3. (2019) Writer for Academy of Sciences Malaysia's Position Paper: "Deploying AI and ML for Common Good - Setting the STI Agenda for Home-Grown Solutions", Academy of Sciences Malaysia
  4. (2019) Special Interest Group on Machine Learning (SIGML) Syndication Workshop, 12-13 November 2019, SPECIAL INTEREST GROUP ON MACHINE LEARNING, ACADEMY OF SCIENCES MALAYSIA
  5. (2018) Keynote Speaker for IMU Learning Resouces Festival, 2018, International Medical University
  6. (2018) Course Instructor for KUIS' Deep Learning Workshop, Kolej Universiti Islam Antarabangsa Selangor
  7. (2017) Associate Editor , Malaysian Journal of Computer Science
  8. (2016) Committee Member of the Malaysian Journal of Computer Science, Malaysian Journal of Computer Science
  9. (2016) Program Penerbitan Buku Teks Kurikulum Standard Sekolah Menengah Tingkatan 1 dan Tingkatan 4: Jawatankuasa Penilaian Teknikal 4, Kementerian Pendidikan Malaysia
  10. (2016) Expert in ISO/IEC JTC1/WG 11 Smart Cities , Standards Development Section, Standards Department, SIRIM STS Sdn Bhd
  11. (2016) Technical Committee Member for International Conference on Control Engineering and Artificial Intelligence (CCEAI 2017), International Conference on Control Engineering and Artificial Intelligence (CCEAI 2017)
  12. (2016) Ahli Jawatankuasa Penilaian Sebutharga Perkhidmatan Kajian Peningkatan Produktiviti & Penjimatan Kos Operasi Universiti Malaya, University of Malaya
  13. (2016) Ahli Jawatankuasa Teknikal SIRIM, SIRIM
  14. (2016) Ahli Jawatankuasa Penilai Harta Intelek UM di UMCIC, University of Malaya's Commercialization and Innovation Center
  15. (2016) Content Reviewing of Form Five Computer Science Textbook, Oxford Fajar Sdn. Bhd.
  16. (2015) IRU-MRUN Collaborative Research Program, Malaysia Research University Network (MRUN) and Innovative Research Universities, Australia (IRU), International
  17. (2015) Organizing Committee, Android Application Development Training Under Myappstec
  18. (2015) Instructor for One Day Workshop on LaTeX for Academic Writing, 2015, Department of Artificial Intelligence, FCSIT, University of Malaya
  19. (2015) Prescreen Committee, Malaysian Journal of Computer Science
  20. (2015) Ahli Jawatankuasa, Jawatankuasa Sebut Harga Universiti Malaya
  21. (2014) Technical Committee, 2nd Mini Symposium on Artificial Intelligence and Robotics (AIR 2014), CAIRO, Universiti Teknologi Malaysia, Kuala Lumpur, Universiti Teknologi Malaysia
  22. (2014) Organizing Committee (Publicity), Asian Control Conference 2015 (ASCC 2015)
  23. (2014) Organizing Committee, MyAppsTec Competition
Media appearance
  1. (2021) Utamakan Industri Berteknologi Tinggi Langkah Tepat, Harian Metro, National, (Interview)
  2. (2021) Perbualan Telefon Mudah Digodam, Utusan Malaysia, National, (Interview)
  3. (2021) Sistem Automatik Elak Manipulasi Data, Utusan Malaysia, National, (Interview)

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2025) artificial intelligence, LIANG SHUAIBING
  2. (2025) AN IMPROVED MODEL FOR LOW-DOSE CT IMAGE ENHANCEMENT AND LESION CLASSIFICATION, AINAN UMMEY HANY
  3. (2025) Photorealistic Portrait Style Transfer with Vision Transformer, MAOWEN ZHOU
  4. (2025) Leveraging Graph Neural Networks For Spatiotemporal Traffic Flow Prediction using Dynamic Urban Pulse, GUANGRUI FAN
  5. (2025) FINANCIAL MARKET RISK PREDICTION AND INVESTMENT STRATEGY OPTIMIZATION BASED ON DATA MINING, ZHU MINGLI
  6. (2025) Hierarchical Reinforcement Learning for Vision-Based Manipulation, JIE ZHANG
  7. (2025) ETHICAL COMPASS FOR ARTIFICIAL GENERAL INTELLIGENCE: A FRAMEWORK FOR CULTURALLY AND SPIRITUALLY INFORMED EXPLAINABILITY, ASHEELAH A/P RAJEENDRAN
  8. (2025) CONSCIOUSNESS IN ARTIFICIALLY INTELLIGENT APPLICATIONS, ASADULLAH QAMAR BIN QAMAR SIDDIQUE BHATTI
  9. (2025) Evaluation of Neural Network Model to Improve Detection of Advanced Persistent Threats (APT) in the Banking Industry Malaysia., NOOR HAZLINA ABDUL MUTALIB
  10. (2025) The Evolutionary Prediction of Tumor Tissue Cell Clones by Using Machine Learning Algorithms to Analyze Gene Network Data, MINGZHE XU
  11. (2025) Thermal Sensing of a Person by Robots, QURRAT UL AIN
  12. (2025) THE IMPACT OF ARTIFICIAL INTELLIGENCE ON CONSUMER BUYING BEHAVIOR IN THE BANKING SECTOR IN OMAN, NUZHAT SAID AMUR RASHID AL KHARUSI
  13. (2025) ADVANCING NATURAL LANGUAGE PROCESSING THROUGH DEEP LEARNING AND SEMANTIC UNDERSTANDING, MOHANNAD AKRAM ALKHALILI
  14. (2025) EARLY DIAGNOSIS OF ALZHEIMER’S DISEASE USING HANDWRITING DATA: A LIGHTWEIGHT EFFICIENT MACHINE LEARNING MODEL RECOMMENDATION, FATEMA MOOSA HUSAIN BAQER HASAN
  15. (2025) STRATEGIC AI INTEGRATION IN JINAN'S HOTEL INDUSTRY: ENHANCING EFFICIENCY, WORKFORCE COMPETENCE, AND SUSTAINABILITY, LYU JIALUN
  16. (2025) INFLUENCE AND RESEARCH OF DEEP LEARNING METHOD ON CRYPTO ASSETS TRADING ROBOT, MA YIQING
  17. (2025) DIGITAL NOMAD, CAI XINZHU
  18. (2025) EVALUATION OF BILINGUAL SENTIMENT ANALYSIS TOOLS FOR SOCIAL NETWORKS, NOOR ALKUDAH
  19. (2025) ESTABLISHMENT OF REFERENCE INTERVAL FOR CLINICAL CHEMISTRY ANALYTES USING MACHINE LEARNING TECHNIQUE, MARINA SHAH BINTI MUHAMMAD ZABRI TAN
  20. (2024) Discrete and Continuous Affect Monitoring for Emotion Detection Based Autism Classification from Video, STEPHEN KHOR WEN HWOOI
  21. (2024) Concept-Based Explainable Convolutional Neural Network for Enhanced Plant Infection Recognition, ZAHRA SHAMS KHOOZANI
  22. (2023) Classification-Based Financial Forecasting with Attention Model and Support Resistance Encoding, JIREH CHAN YI-LE
  23. (2022) IMPROVING NOVELTY OF ABSTRACTIVE TEXT SUMMARIZATION USING DEEP TRANSFER LEARNING APPROACHES, AYHAM SHAFIQ OQLAH ALOMARI
  24. (2021) DEEP LEARNING BASED COLORECTAL CANCER USING AUGMENTED AND NORMALIZED GUT MICROBIOME DATA, MWENGE MULENGA
  25. (2021) IMPROVED HARRIS HAWKS OPTIMIZATION ALGORITHM USING CHAOTIC MAP AND SIMULATED ANNEALING FOR KINSHIP VERIFICATION PROBLEM, ZENAB MOHAMED MAMDOUH MOUSSA ELGAMAL
  26. (2014) Quran and Hadith Authentication System, Zerdoumi Saber
Master
  1. (2025) SKIN LESION CLASSIFICATION AND EXPLAINATION USING VARIATIONAL AUTOENCODERS AND CONCEPT VECTOR ACTIVATIONS, GUAN YU TAN
  2. (2025) EXPLORING ARTIFICIAL INTELLIGENCE IMPACT ON AUDITING PRACTICES IN CHINA: A CASE STUDY INTRODUCTION, JIAYI LI
  3. (2025) ANOMALY DETECTION SYSTEM FOR ENHANCED QUALITY CONTROL IN AUTOMOTIVE ASSEMBLY LINES., ZHAO REN
  4. (2025) Empowering Smallholders - Development and Evaluation of an Accessible, Context Specific Precision Agriculture Platform using IoT, Data Analytics, and AI., MUAZ BEEN AMIN
  5. (2025) MACHINE LEARNING-DRIVEN APPROACHES TO ENGLISH LANGUAGE PROFICIENCY TESTING, KHEESHYENRAAJ A/L MURUGAN
  6. (2024) ENHANCING PLAYER EXPERIENCE THROUGH ADVANCED MATCHMAKING ALGORITHMS IN MULTIPLAYER ONLINE BATTLE ARENAS (MOBAS), ASADULLAH QAMAR BIN QAMAR SIDDIQUE BHATTI
  7. (2024) COMPREHENSIVE FRAMEWORK FOR PREDICTIVE HEALTH ANALYTICS LEVERAGING MATHEMATICAL MODELLING AND MACHINE LEARNING, MOHAMMAD ABDELAZIZ SHAHIN
  8. (2023) INTELLIGENT VEHICLE DETECTION USING COMPUTER VISION AND MACHINE LEARNING, YANG AIQI
  9. (2023) FORMULATION OF COMPANY ESG SCORE: A MACHINE LEARNING APPROACH, GOY SHUH XIAN
  10. (2022) Confined Parking Spaces and Congestion Prediction using Deep- Q Learning Strategy, Wong Guan Sheng (Multimedia University, Malaysia (mmu))
  11. (2021) FASHION TREND FORECASTING IN ASIAN MARKET USING DEEP LEARNING TECHNIQUES, Sunny Chan Zi Yang
  12. (2021) STRATEGY FOR SCOUTING FUTURE QUALITY FOOTBALL STRIKERS VIA A MACHINE LEARNING APPROACH, Muhammad Syafiq Bin Abdullah Sani
  13. (2021) GENERATION OF CARBON DIOXIDE EMISSION BASED ON PREDICTION OF FUEL RATE & FLARE RATE USING MACHINE LEARNING, Ming Xiang Lee
  14. (2021) SIGNIFICANT ROOT CAUSE RANKING BASED ON PARETO APRIORI, Chin Teck Goh
  15. (2021) PREDICTING PLANTS' HARVEST WEIGHT IN A CONTROLLED ENVIRONMENT FARM USING GENERATIVE ADVERSARIAL NETWORK UNDER LIMITED TRAINING DATASET, SYED JOHAN ARIF BIN SYED MOHAMAD FAUZI
  16. (2021) STUDY OF VEHICLE PLATE RECOGNITION SYSTEM USING SINGLE SHOT MULTIBOX DETECTION (SSD) ON PARKING MANAGEMENT SYSTEM, TAN SIA HONG
  17. (2021) TEXT MINING ON BANK NEGARA MALAYSIA'S (BNM) MONETARY POLICY STATEMENTS ON OVERNIGHT POLICY RATE (OPR) IN RELATION WITH INFLATION IN MALAYSIA, RAYMOND OOI KHAI BOON
  18. (2021) ROLE PLAYING GAME FEATURES EFFECT ON LONGEVITY IN ANDROID SYSTEM: MACHINE LEARNING APPROACH, KHAIRISAN NOOR ADHIATMOKO
  19. (2021) AUTISM SPECTRUM SELF-STIMULATORY BEHAVIORS CLASSIFICATION USING EXPLAINABLE TEMPORAL COHERENCY DEEP NETWORKS AND SVM CLASSIFIER, LIANG SHUAIBING
  20. (2021) Public Sentiment Analysis on COVID19 vaccine in Malaysia through analysis of Twitter data using Natural Language Processing and Deep Learning approach, RAJA NADIA BINTI RAJA MUSAFARUDIN
  21. (2021) Propaganda Analysis of User’s Opinions on Social Media Using Multi-Granularity Neural Network, Faez nortrina binti zainordin
  22. (2021) NEURAL NETWORK CLASSIFICATION FOR HEPATITIS C (HCV), Lim lee wen
  23. (2021) NOVICE PROGRAMMERS' EMOTION AND COMPETENCY ASSESSMENTS USING MACHINE LEARNING ON PHYSIOLOGICAL DATA, FATIMA JANNAT
  24. (2020) USING SENTIMENT ANALYSIS TO UNDERSTAND AND EVALUATE PEOPLE ACCEPTANCE TOWARD THE GOVERNMENT CONTROL MEASURES: STUDY AND WORK FROM DURING PANDEMIC COVID-19, FARAH NORLIYANA BINTI AZAHAR
  25. (2020) AN EYE TRACKING STUDY FOR NOVICE PROGRAMMERS USING MACHINE LEARNING AND SCANPATH ANALYSIS, ZUBAIR AHSAN
  26. (2017) Keyframe-based Monocular Visual ORB-SLAMM with Continuous Multiple Maps., HAYYAN DAOUD
  27. (2017) Enhanced Area Based Image Registration for Image Stitching, STEPHEN KHOR WEN HWOOI
  28. (2017) Bag-of-Words ORB Food Recognition with Extreme Learning Machine, HEW KIM LOONG
  29. (2015) Sensors Modularity for Autonous Micro Aerial Vehicle, Hayyan Daoud
  30. (2014) Studying the Fusion of Area-based and Feature-based Image Registration Methods for Application in 3D Reconstruction, Stephen Khor Hwen Wooi
  31. (2014) Extreme Learning Machine for Visual Food Recognition, Benny Liew Wai Keat
  32. (2014) Ensemble Learning for Visual Food Recognition, Hew Kim Loong

TEACHING

Bachelor
  1. (2018) WIX1001 - Computing Mathematics I
  2. (2018) WID3006 - Machine Learning
  3. (2015) Fundamentals of Programming
  4. (2014) Programming I
  5. (2014) WAES3102 - Fundamentals of Robot Intelligence

PATENT/ IPR

  • Collective Human Action Recognition On A Distributed Smart Camera Network And Methods Thereof
    Patent (National)
  • Collective Human Action Recognition On A Distributed Smart Camera Network And Systems Thereof
    Patent (National)

SOCIAL RESPONSIBILITY ACTIVITIES

  • Moderator At The I-nation Global Summit 2025, (07 Oct 2025 - 07 Oct 2025) (International)
  • Al-amin Kota Mas Early Childhood Centre: Usage of Unmanned Aerial Vehicle for Corporate Video Recording, (09 May 2016 - 10 May 2016)
  • Yayasan Faqeh (mobile App Development for Muslim With Special Needs), (01 May 2016 - 15 Dec 2016)
  • Panel (tetamu Jemputan) Televisyen Rancangan Assalamualaikum, Topik: Aspek Teknikal Jenayah Siber ("love Scam"), Stesyen Televisyen Alhijrah, Malaysia, (12 Jan 2016 - 12 Jan 2016)
  • (speaker) Program Jalinan Kerjasama Universiti Malaya Bersama Kolej Matrikulasi Selangor, (15 Feb 2014 - 15 Feb 2014)