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Curriculum Vitae


MAKLUMAT ASAS

DR. MARIZUANA BINTI MAT DAUD

PENSYARAH UNIVERSITI
INSTITUT INFORMATIK VISUAL (IVI)
marizuana.daud@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

PENSYARAH UNIVERSITI

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Doktor Falsafah , UNIVERSITI KEBANGSAAN MALAYSIA , 2019
Sarjana Sains , UNIVERSITI TEKNOLOGI PETRONAS , 2014
ELECTRONICS , Sarjana Muda dengan Kepujian , UNIVERSITI MALAYSIA PAHANG , 2011
KEPAKARAN / EXPERTISE
ARTIFICIAL INTELLIGENCE - COMPUTER VISION (Image processing)
ARTIFICIAL INTELLIGENCE - MACHINE LEARNING (Classification and regression)
ARTIFICIAL INTELLIGENCE - ARTIFICIAL INTELLIGENCE (Deep learning)
ARTIFICIAL INTELLIGENCE - ROBOTICS (Mapping and localisation)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Laily Azyan Ramlan, Wan Mimi Diyana Wan Zaki, Marizuana Mat Daud, Haliza Abdul Mutalib.  (2025).  Non-invasive Dry Eye Disease Detection Using Infrared Thermography Images: A Proof-of-concept Study.  - Diagnostics.  1 - 19. 
Zhou Yafeng, Fadilla Atyka Nor Rashid , Marizuana Mat Daud , Mohammad Kamrul Hasan And Wangmei Chen .  (2025).  Machine Learning-based Computer Vision For Depth Camera-based Physiotherapy Movement Assessment: A Systematic Review.  - Sensors.  1586 - 1586. 
Fazlina Mohd Ali, Nur Arzilawati Md Yunus,nur Nabila Mohamed, Marizuana Mat Daud And Elankovan A. Sundararajan.  (2023).  A Systematic Mapping: Exploring Internet Of Everything Technologies And Innovations.  - Symmetry.  1-29. 

Penerbitan WOS

Fazlina Mohd Ali, Marizuana Mat Daud, Fadilla ‘atyka Nor Rashid, Nazhatul Hafizah Kamarudin , Syahanim Mohd Salleh, Nur Arzilawati Md Yunus .  (2024).  A Taxonomic Study: Data Placement Strategies In Cloud Replication Environments .  - International Journal Of Advanced Computer Science And Applications (ijacsa).  825 - 840. 

Penerbitan SCOPUS/ERA

Laily Azyan Ramlan, Wan Mimi Diyana Wan Zaki, Haliza Abdul Mutalib, Marizuana Mat Daud, Aouache Mustapha.  (2025).  The Impact Of Mobile Application For Ocular Disease Screening In Community Outreach Program.  - Jurnal Kejuruteraan.  721 - 729. 
Nur Badariah Ahmad Mustafa, Marizuana Mat Daud, Hidayat Zainuddin, Nik Hakimi Nik Ali,fadilla Atyka Nor Rashid.  (2025).  Machine Learning-based Identification Of Cellulose Particle Pre-bridging And Bridging Stages In Transformer Oil.  - International Journal Of Advanced Computer Science And Applications (ijacsa).  373 - 382. 
Zhou Yafeng, Fadilla Atyka Nor Rashid , Marizuana Mat Daud , Mohammad Kamrul Hasan And Wangmei Chen .  (2025).  Machine Learning-based Computer Vision For Depth Camera-based Physiotherapy Movement Assessment: A Systematic Review.  - Sensors.  1586 - 1586. 
Laily Azyan Ramlan, Wan Mimi Diyana Wan Zaki, Marizuana Mat Daud, Haliza Abdul Mutalib.  (2025).  Non-invasive Dry Eye Disease Detection Using Infrared Thermography Images: A Proof-of-concept Study.  - Diagnostics.  1 - 19. 
Daud, Marizuana Mat; Abualqumssan, Abdelrahman; Rashid, Fadilla ‘atyka Nor; Md Saad, Mohamad Hanif; Zaki, Wan Mimi Diyana Wan; Mohd Satar, Nurhizam Safie.  (2023).  Durian Disease Classification Using Vision Transformer For Cutting-edge Disease Control.  - International Journal Of Advanced Computer Science And Applications.  446 - 452. 
Marizuana Mat Daud, Abdelrahman Abualqumssan, Fadilla Atyka Nor Rashid, Wan Mimi Diyana Wan Zaki, Mohamad Hanif Md Saad, Nurhizam Safie Mohd Satar.  (2023).  Durian Disease Classification Using Vision Transformer For Cutting-edge Disease Control.  - International Journal Of Advanced Computer Science And Applications.  446-452. 
Muhammad Amzie Muhammad Fauzi, Mohamad Hanif Md Saad, Sallehuddin Mohamed Haris, Marizuana Mat Daud.  (2023).  Secure Cloud-connected Robot Control Using Private Blockchain.  - International Journal Of Advanced Computer Science And Applications,.  167-174. 
Fazlina Mohd Ali, Nur Arzilawati Md Yunus,nur Nabila Mohamed, Marizuana Mat Daud And Elankovan A. Sundararajan.  (2023).  A Systematic Mapping: Exploring Internet Of Everything Technologies And Innovations.  - Symmetry.  1-29. 

Prosiding Terindeks

Yanfeng Zhao, Jun Kit Chaw, Mei Choo Ang, Marizuana Mat Daud, Lin Liu.  (2024).  A Diabetes Prediction Model With Visualized Explainable Artificial Intelligence (xai) Technology.  - 8th International Visual Informatics Conference Ivic 2023.  648-661. 
Assyareefah Hudaibah Saad, Wan Mimi Diyana Wan Zaki, Marizuana Mat Daud, Nur Asyiqin Amir Hamzah, Aouache Mustapha.  (2024).  Pixel-based Quantification Of Retinal Vascular Width Using Distance Transform Metric Technique.  - Iccta '24: Proceedings Of The 2024 10th International Conference On Computer Technology Applications.  149 - 156. 
Marizuana Mat Daud, Nur Izzati Zainal, Wan Mimi Diyana Wan Zaki, Haliza Mutalib.  (2024).  Mobile Based Automated Keratoconus Classification Via Transfer Learning.  - The 10th International Conference On Computer Technology Applications (iccta2024).  162 - 166. 

Bab Dalam Buku

Fazlina Mohd Ali, Marizuana Mat Daud, Hasimi Sallehudin, Md. Saifullah Razali, Fadilla 'atyka Nor Rashid, And Nazhatul Hafizah Kamarudin.  (2025).  The Role Of Emerging Technology In Pandemic Predictions.  - 1 - 9. 
Marizuana Mat Daud, Mohd Yazid Bajuri, Philip Lew Wei Sheng, And Mohammad Nazir Ahmad.  (2025).  Revolutionizing Diabetic Foot Ulcer Treatment Prediction: Harnessing The Power Of Artificial Intelligence And Transfer Learning.  - 1 - 9. 
Nazhatul Hafizah Kamarudin, Marizuana Mat Daud, Nur Hanis Sabrina Suhaimi, Saidatul Izyanie Kamarudin, Fadilla ‘atyka Nor Rashid And Fazlina Mohd Ali.  (2025).  Interdisciplinary Perspectives On Future Pandemic Prediction.  - 11 - 24. 
Fadilla 'atyka Nor Rashid, Marizuana Mat Daud, Anbia Adam, Siaw-hong Liew, Fazlina Mohd Ali, Nazhatul Hafizah Kamarudin.  (2025).  Ai And Nanotechnology Integration And Future Pandemic Prediction.  - 53 - 68. 

Penulisan Dalam Bahasa Melayu

Fazlina Mohd Ali, Marizuana Mat Daud, Hasimi Sallehudin, Afifuddin Husairi Mat Jusoh @ Hussain Dan Syahanim Mohd Salleh.  (2024).  Pelan Strategik Pendigitalan (2021 – 2025) Jabatan Perangkaan Malaysia.  -
Fazlina Mohd Ali, Marizuana Mat Daud.  (2024).  Empowering Digital Leaders (edl): Berkongsi Aspirasi.  -
Fazlina Mohd Ali, Marizuana Mat Daud.  (2024).  Cultivating Digital Leaders (cdl) .  -
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Revolusi Digital.  - 1-30. 
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Pendigitilan Jom Berubah.  - 1-26. 
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Adaptasi Budaya Digital Dalam Persekitaran Pembinaan.  - 1-29. 
Mohd Taha, Norshita, Marizuana.  (2023).  Interaksi Proceeding 2023.  - Interaksi Proceeding 2023.  1-171. 

Penerbitan Lain-lain

Fazlina Mohd Ali, Marizuana Mat Daud, Hasimi Sallehudin, Afifuddin Husairi Mat Jusoh @ Hussain Dan Syahanim Mohd Salleh.  (2024).  Pelan Strategik Pendigitalan (2021 – 2025) Jabatan Perangkaan Malaysia.  -
Fazlina Mohd Ali, Marizuana Mat Daud.  (2024).  Empowering Digital Leaders (edl): Berkongsi Aspirasi.  -
Fazlina Mohd Ali, Marizuana Mat Daud.  (2024).  Cultivating Digital Leaders (cdl) .  -
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Pendigitilan Jom Berubah.  - 1-26. 
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Adaptasi Budaya Digital Dalam Persekitaran Pembinaan.  - 1-29. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Singleton And Factory Method.  - 1-39. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Creational Structural Behavioural Patterns.  - 1-34. 
Marizuana Mat Daud, Fazlina Mohd Ali.  (2023).  Revolusi Digital.  - 1-30. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Multilevel Artificial Intelligence-based Authentication System With Anti-spoofing Technique.  - 1-15. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic Part 2.  - 1-17. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Natural Language Processing.  - 1-29. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic Part 1.  - 1-22. 
Marizuana Mat Daud, Fadilla Atyka Nor Rashid.  (2023).  Data Analysis For Python: Machine Learning.  - 1-72. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic- Mamdani Sugeno Part 2.  - 1-24. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Advanced Deep Learning And Computer Vision.  - 1-47. 
Ts. Dr. Nazhatul Hafizah Kamarudin, Dr. Marizuana Mat Daud.  (2023).  Fuzzy Logic- Mamdani Sugeno Part 1.  - 1-24. 
Marizuana Mat Daud, Fadilla Atyka Nor Rashid.  (2023).  Function And Scope.  - 1-59. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Reinforcement Learning.  - 1-30. 
Marizuana Mat Daud, Fadilla Atyka Nor Rashid.  (2023).  Dictionary/tuples And Methods.  - 1-67. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Nlp: Automatic Speech Recognition.  - 1-34. 
Marizuana Mat Daud, Fadilla Atyka Nor Rashid.  (2023).  Conditional And Loops.  - 1-92. 
Marizuana Mat Daud, Fadilla Atyka Nor Rashid.  (2023).  Preliminaries: Classes And Objects.  - 1-20. 
Marizuana Mat Daud.  (2023).  Shaping Visionary Solutions: How Technology And Ai Unveil Hidden Eye Diseases.  - Buletin Penyelidikan Institut Informatik Visual (ivi) 2023.  1. 
Marizuana Mat Daud, Nazhatul Hafizah Kamarudin.  (2023).  Deep Learning With Tensorflow And Keras.  - 1-100. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Observer Pattern.  - 1-19. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Command Pattern.  - 1-22. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Chain Of Responsibility.  - 1-36. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  W5 Decorator & Template Method.  - 1-29. 
Fadilla Atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Composite And Proxy Patterns.  - 1-32. 
Fadilla 'atyka Nor Rashid, Marizuana Mat Daud.  (2023).  Facade And Adapter Patterns.  - 1-50. 
Marizuana Mat Daud.  (2023).  Introduction To Image Processing With Opencv Using Python.  - 1-11. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Research on Smart Glasses Innovation for the Use of Intelligent Waste Management Systems , Ketua Projek , 01-10-2024 sehingga 30-09-2025 , Kebangsaan
Development of Automated Keratoconus Detection (AKED) Algorithm using Deep Learning approach , Ketua Projek , 01-10-2023 sehingga 31-03-2026 , Universiti
PEMBANGUNAN MODEL PEMBELAJARAN KOGNITIF AI SUMMER CAMP (AI SUMMER CAMP LEARNING MODEL DEVELOPMENT) \r , Penyelidik Bersama , 01-07-2025 sehingga 30-06-2026 , Kebangsaan
Cloud Based IoT Dashboard Generation Using Generative AI Enhanced Software Agent with LLM-BM Integration , Penyelidik Bersama , 01-07-2025 sehingga 31-12-2025 , Kebangsaan
National Address Systems (NAS) - Technical and Operational Design , Penyelidik Bersama , 09-01-2025 sehingga 31-12-2025 , Kebangsaan
Enhancing User Experience Effectiveness Through Persuasive Design Elements: A Case Study of the DBKL e-Penilaian Semula (ePS) System , Penyelidik Bersama , 25-10-2024 sehingga 25-10-2026 , Kebangsaan
myMata: A Connected Decision Support System for Non Communicable Ocular Diseases , Penyelidik Bersama , 01-08-2024 sehingga 31-01-2026 , Universiti
Artificial Intelligence with Transfer Learning of Convolutional Neural Network on Diabetic Foot Ulcer Treatment , Penyelidik Bersama , 30-11-2023 sehingga 29-11-2025 , Universiti
Integrated Decision Support System for Non-Communicable Ocular Diseases using Machine Intelligence , Penyelidik Bersama , 01-06-2023 sehingga 30-11-2025 , Antarabangsa

Tamat

DEVELOPMENT OF FACIAL EXPRESSION RECOGNITION FOR ELDERLY MENTAL HEALTH MONITORING SYSTEM , Ketua Projek , 01-11-2023 sehingga 30-04-2025 , Kebangsaan
DEVELOPMENT OF FACIAL EXPRESSION RECOGNITION FOR ELDERLY MENTAL HEALTH MONITORING SYSTEM , Ketua Projek , 01-11-2023 sehingga 30-04-2024 , Kebangsaan
Clinical Validation of Anterior Segment Photograph Image (ASPI) Image Processing Algorithm for Keratoconus Screening , Penyelidik Bersama , 22-02-2024 sehingga 21-08-2025 , Universiti
Characterization of cellulose particles bridging pattern for breakdown condition in transformer oil using digital image processing and artificial intelligence approach , Penyelidik Bersama , 01-11-2020 sehingga 31-10-2023 , Kebangsaan
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

Pengesanan Automatik Penyakit Buah Pinggang Kronik Menggunakan Pengukuran Vaskular Imej Retina, ASSYAREEFAH HUDAIBAH BINTI SAAD, Sarjana
RANGKA KERJA KAWALAN NAVIGASI BERASASKAN AWAN DENGAN TEKNOLOGI RANTAIAN BLOK UNTUK INDUSTRI PERKHIDMATAN, MUHAMMAD AMZIE BIN MUHAMMAD FAUZI, Sarjana
MUHAMMAD DAFFA ZAHRANDIKA WIBISONO, Sarjana

Pelajar Doktor Falsafah

WANG HONGQING, Doktor Falsafah
KLASIFIKASI KECACATATAN KIMPALAN IMBASAN ULTRASONIK MENGGUNAKAN RANGKAIAN NEURAL PEMBELAJARAN MENDALAM, SUHAIRY BIN SANI, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

International Innovation and Invention competition through exhibition 2023 (iCompex 2023) , 05-07-2023 sehingga 06-07-2023 , Kebangsaan
Feature Selection Techniques on Breast Cancer Classification using Fine Needle Aspiration Features: A Comparative Study , 24-07-2023 sehingga 02-08-2023 , Antarabangsa
Day-ahead Photovoltaic Power Forecasting using Empirical Mode Decomposition based on Similarity-day Extension without Information Leakage , 23-09-2023 sehingga 07-10-2023 , Antarabangsa
Semantic Segmentation of High-Resolution Remote Sensing Images with Improved U-Net Based on Transfer Learning International Journal of Computational Intelligence Systems , 27-08-2023 sehingga 03-09-2023 , Antarabangsa
MMnet: Multi-model and Multi-modal Network for Face Forgery Detection , 30-01-2023 sehingga 11-02-2023 , Antarabangsa
MMnet: Multi-model and Multi-modal Network for Face Forgery Detection , 30-01-2023 sehingga 11-02-2023 , Antarabangsa
Active Learning for Detecting Hardware Sensors based Side Channel Attack on Smartphone Arabian Journal for Science and Engineering , 19-01-2024 sehingga 26-10-2024 , Antarabangsa
A Patch wise Neural Network for Optimizing the MRI Brain Tissue Examination , 02-09-2024 sehingga 19-09-2024 , Antarabangsa

Khidmat Dalam

Jawatankuasa Integriti Institut Informatik Visual , 01-01-2023 sehingga 31-12-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa International Visual Informatics Conference 2023 , 01-01-2023 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Jaminan Kualiti Institut Informatik Visual , 01-01-2023 sehingga 31-12-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Komunikasi & ICT Institut Informatik Visual , 01-01-2023 sehingga 31-12-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pelaksana Program AI Summer Camp , 05-09-2024 sehingga 04-09-2027 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penyedia Data Healthy University Rating System (HURS) 2024 , 01-01-2023 sehingga 31-12-2025 , Universiti
Jawatankuasa Siswazah Institut Informatik Visual , 01-01-2023 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
Pembangun Modul Kursus Pengkhususan Analitik Perniagaan (MBA) , 01-08-2024 sehingga 31-07-2025 , Fakulti / Institut / Pusat Perkhidmatan
Seminar INTERAKSI 2023 , 01-01-2023 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan