ASSOCIATE PROFESSOR DR. SUZANI BINTI MOHAMAD SAMURI

Deputy Dean
(Research And Innovation),
Faculty Of Computing And Meta-Technology

suzani
@meta.upsi.edu.my

05-45065025

RESEARCHER ID

EXPERTISE

Teknologi Maklumat (Sistem Pintar)
Intelligent System, Data Analytics and Visualization, Process Optimisation, Decision Support System

Research
(Principal Investigator)

6

RM911,257

Publication

73

Supervision

13

PhD

2

Master
Consultation

RM401,394

Biography

An Associate Professor in the Department of Software Engineering and Smart Technology, Faculty of Computing and Meta-Technology. She is now the Deputy Dean of Research and Innovation as well as the Head of Data Intelligence and Knowledge Management (DILIGENT) Special Interest Group. Her research interests include data-driven modeling, intelligent-systems-based modeling and control, big data, data mining, data visualization and learning analytics.











1 KHIDMAT KONSULTAN PENYEDIA MODUL DAN LATIHAN BAGI KURSUS MICROSOFT POWER BUSINESS INTELLIGENCE (BI): PREPARING YOUR DATA FOR POWER BI

Virtual Space

2024 Leader Completed
2 Projek Perundingan : Menaiktaraf Sistem Aplikasi dan Pangkalan Data Repository Of Nutrition Research in Malaysia (MyRNR)

Bahagian Pemakanan, Kementerian Kesihatan Malaysia melalui UHSB

2024 Leader Completed
3 Pendekatan Pengajaran dan pembelajaran Berasaskan Modul Simulasi Litar Elektronik bagi Meningkatkan Kemahiran Guru-guru Reka Bentuk Teknologi (RBT) di Sekolah Menengah (KTP UPSI 2023)

SMK Methodist & SMK Bandar Behrang

2023 Leader Completed
4 Consultation for Digital Creative Marathon (DICRATHON) Competition by TalentCorp Group of Companies

Graduate & Emerging Talent (GET) TalentCorp Group of Companies Ministry of Human Resources

2024 Member Completed
5 ASEAN Women's Economic Empowerment Through Digital Literacy and E-Business Education

Asia Pasific Women's Information Network Center (APWINC) of Sookmyung Women?s University, Republic of Korea

2019 Member Completed
6 Rekaria Meta-Makerspace Module Development

Khadijah International Waqf Foundation

2024 Member Completed
7 KHIDMAT KONSULTAN PENYEDIA MODUL BAGI KURSUS MICROSOFT POWER BUSINESS INTELLICENCE (BI)

Virtual Space Centre

2024 Member Completed
8 KHIDMAT KONSULTAN PENYEDIA MODUL DAN LATIHAN BAGI KURSUS MICROSOFT POWER BUSINESS INTELLIGENCE (BI): POWER BI DESKTOP LEVEL 1

Virtual Space Centre

2024 Member Completed
9 ANALZING DATA WITH POWER BI

VIRTUAL SPACE CENTRE

2024 Member Completed
10 PROJEK PENDIDIKAN BERASASKAN KEPINTARAN BUATAN (AI) DALAM PEMBELAJARAN STEM DI SEKOLAH-SEKOLAH SEKITAR DAERAH MUALLIM

Kementerian Kewangan Malaysia

2024 Member Completed
11 Projek Fun Smart Explorer Berasaskan Inkuiri dan Penyelesaian Masalah Untuk Memupuk Kreativiti dan Menerapkan Keseronokan dalam Pembelajaran di Sekolah Tahfiz Integrasi. (KTP UPSI 2022)

Maahad Tahfiz Sains Fatimah Az-Zahrah (MTSFAZ)

2022 Member Completed
12 Kursus Asuhan PERMATA (KAP)

Jabatan Perpaduan Negara dan Integrasi Nasional (JPNIN)

2019 Member Completed
13 Projek Kit Robotik berasaskan Pengaturcaraan dan Elektronik sebagai Pemangkin Penerapan Minat dan Kemahiran dalam Kalangan Pelajar

Sekolah menengah kebangsaan raja shahriman, beruas perak

2018 Member In Progress
1 Invited Panelist for The 4th National Childcare Forum 2017 in KL Convention Centre

PPBM, Malaysia

2017 Leader Completed
2 Appointed as the consultant for NCDC system training with private nursery operators under JKM Terengganu

Jabatan Kebajikan Masyarakat, Terengganu

2016 Leader Completed
3 Appointed as one of the NCDC Technical Team and Research Committee

NCDRC, UPSI

2018 Leader In Progress
4 Appointed as one of the speakers for the Workshop on Best Practices in Early Childhood Care and Education 2017 (Iran Delegation)

NCDRC, UPSI

2017 Member Completed
5 Appointed as consultant in the National Child data Centre (NCDC) Technical team and research Committee

National Child Development Research Centre (NCDRC)

2015 Member Completed
6 Appointed as one of the judges for Innovation Competition 2015 at Kolej Komuniti Kuala Langat

Kolej Komuniti Kuala Langat

2015 Member Completed
7 Penceramah ''Program Celik Kerjaya''

Sekolah Kebangsaan Bukit Rahman Putra, Sungai Buloh

2014 Member Completed
8 Appointed as an Associate Researcher (Project 3) for The Development of A Comprehensive & Integrated Model of Quality Malaysian ECCE Research Project

NCDRC, UPSI

2018 Member In Progress
9 Appointed as a Co-Researcher for research on Malaria, conducted by the Faculty of Pharmacy, UKM

Universiti Kebangsaan Malaysia, UKM

2017 Member In Progress
1 Generic Pattern Recognition Models Based On EEG-MI Brain- Computer Interfaces For Wheelchair Steering Control

2020 PhD International Supervisor Completed

2 A Game-Based Learning Analytics Platform For The Assessment Of Creativity And Logic Development To 3-4 Year Old Children

2024 PhD International Supervisor Completed

3 Rubber Plant Disease Detection Using Hybrid Fuzzy Neural Network Techniques

2024 PhD International Supervisor Completed

4 Detection Of OIL Palm Maturity Using Deep Learning Methods With Convolutional Neural Network

2025 PhD International Supervisor Presentation

5 An Improved Model For Reliable Coronary Artery Disease Prediction Using Hybrid Ensemble - Reinforcement Learning

2025 PhD International Supervisor Presentation

6 FORECASTING VIRTUAL CURRENCY PRICE BASED ON MACHINE LEARNING MODELS

2025 PhD International Supervisor Presentation

7 Learning Style Identification Using Reinforcement Learning Based On The Felder Silverman Learning Style Model

2025 PhD International Supervisor Presentation

8 ENHANCING TRANSFORMER FINE-TUNING THROUGH LLM-POWERED HYBRID DATA AUGMENTATION FOR MULTI-CLASS CYBERBULLYING CLASSIFICATION IN THE MINANGKABAU LANGUAGE

2025 PhD International Supervisor In Progress

9 A Missing Data Imputation Framework For Early Childhood Longitudinal Data: A Case Study On NCDRC Data

2019 PhD International Co-Supervisor Completed

10 The Design And Implementation Of The Advanced Driver-Assistance Systems (ADAS) Data Acquisition Engine Based On Heterogeneous Computation Platform

2021 PhD International Co-Supervisor Completed

11 Design And Development Of Skin Detection Model Based Deep Learning On Different Skin Tones

2021 PhD International Co-Supervisor Completed

12 An Optimized Convolutional Neural Network For Arrhythmia Classification

2022 PhD International Co-Supervisor Completed

13 Particle Image Identification, Classification And Correction Techniques In Digital Holographic Microscopy

2016 PhD National Co-Supervisor Completed

14 Key Performance Indicator Monitoring Tool

2014 Master National Supervisor Completed

15 Hubung Kait Penilaian Kualiti Imej Digital Dengan Kualiti Peruasan Dalam Kegunaan Penglihatan Komputer

2017 Master National Co-Supervisor Completed

1 Aliya Balik Kampung

2024 Fakulti Komputeran Dan Meta-Teknologi

2 Anda Cool Dengan Simulasi

2023 Penerbit Universiti Pendidikan Sultan Idris (UPSI)

3 Modul Latihan Pendidik Wise Start Educare Centre

2020 Pusat Penyelidikan Perkembangan Kanak-kanak Negara (NCDRC), Universiti Pendidikan Sultan Idris

4 Buku stimulasi bahasa dan komunikasi

2020 NCDRC

5 Laporan Penilaian Outcome NCDRC 2017

2017

6 2nd International Multidisciplinary Microscopy and Microanalysis Congress

2015 Springer International Publishing

1 Absolute Electrical Impedance Tomography (aEIT) Guided Ventiation Therapy In Critical Care Patients: Simulations and Future Trends

2010 International

2 The Sheffield Mk3.5 Absolute Resistivity aEIT System - Review of Recent Updates and Future Trends

2011 International

3 Neural-Fuzzy Modelling Of Lung Volume Using Absolute Electrical Impedance Tomography

2011 International

4 REVIEW ARTICLE ON PLANT DISEASE DETECTION METHODS: OPEN ISSUES, CHALLENGES, AND PATHWAYS FOR FUTURE RESEARCH

2020 International

5 Intelligent 3D Analysis for Detection and Classification of Breast Cancer

2019 International

6 Computational Intelligence for Mapping Patients' State after Cardiac Surgery

2016 International

7 A Systematic Literature Review On The Use Of Podcasts In Education Among University Students. ASEAN Journal of Teaching & Learning in Higher Education

2022 International

8 Overview of early childhood care and education in Malaysia

2021 International

9 EDUCATIONAL GAME FOR LEARNING SKILLS IN CREATIVE AND LOGIC DEVELOPMENT ON CHILDREN AGED THREE YEARS

2020 International

10 EEG Motor Imagery Applications in Brain Computer Interface based Wheelchair Control

2019 International

11 EEG Motor Imagery Applications in Brain-Computer Interface based Wheelchair Control

2019 International

12 Learning Analytics Contribution in Education and Child Development: A Review on Learning Analytics

2018 International

13 Learning Analytics Contribution In Education And Child Development: A Review On Learning Analytics

2018 International

14 Towards A Patient-Specific Model Of Lung Volume Using Absolute Electrical Impedance Tomography (aEIT)

2011 National

15 Sistem Sokongan Keputusan untuk Menilai dan Memantau Prestasi Guru: Kajian Rintis di SMK Bachok, Kelantan

2016 National

16 Smart Differentiation System using Self-Adaptive Ensemble-based Differential Evolution (SAEDE) as a Learning Aid for Learning Differentiation

2021 National

17 Optimal Time Window Selection in the Wavelet Signal Domain for Brain–Computer Interfaces in Wheelchair Steering Control

2024

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18 Deep Transfer Learning Model for EEG Biometric Decoding

2024

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19 A Frequency-Domain Pattern Recognition Model for Motor Imagery-Based Brain-Computer Interface

2024

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20 Hyperparameter Optimization of Random Forest Algorithm Technique in Acute Coronary Syndrome Cases

2024

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21 Semantic Image Retrieval Analysis Based on Deep Learning and Singular Value Decomposition

2024

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1 Detection of rubber (Heavea brasialiensis) leaf diseases using image processing techniques
Transactions on Science and Technology

2023Non Index/Other IndexCorrespondence Author
2 Automotive Consumer Loans Risk Assessment Predictive Modeling Using Generative Adversarial Network and Stacked Autoencoder Neural Networks
Journal of Advanced Research in Applied Sciences and Engineering Technology

2025SCOPUSCorrespondence Author
3 CLASSIFICATION MODEL FOR BREAST CANCER MAMMOGRAMS
International Islamic University Malaysia Engineering Journal

2022SCOPUSFirst and Correspondence Author
4 LACLOD: LEARNING ANALYTICS FOR CHILDRENS LOGIC DEVELOPMENT
International Journal of Multimedia and its Applications

2021Excellent Research Australia (ERA)First and Correspondence Author
5 Early Childhood Research Landscape on Childrens Profile: Coherent Taxonomy, Motivation, Open Challenges, Recommendations and, Pathways for Future Research
Child Indicators Research

2018SCOPUSFirst Author
6 Sistem Sokongan Keputusan untuk Menilai dan Memantau Prestasi Guru: Kajian Rintis di SMK Bachok, Kelantan
Journal of ICT in Education

2016Non IndexFirst Author
7 REVIEW ARTICLE ON PLANT DISEASE DETECTION METHODS: OPEN ISSUES, CHALLENGES, AND PATHWAYS FOR FUTURE RESEARCH
International Journal of Advanced Research in Technology and Innovation

2020Malaysian Citation IndexCorrespondence Author
8 Intelligent 3D Analysis for Detection and Classification of Breast Cancer
Journal of Information Technology and Computer Engineering

2019Google ScholarFirst Author
9 Computational Intelligence for Mapping Patients' State after Cardiac Surgery
Australian Journal of Basic and Applied Sciences

2016Non IndexFirst Author
10 Optimal Time Window Selection in the Wavelet Signal Domain for Brain–Computer Interfaces in Wheelchair Steering Control
The Applied Data Science and Analysis (ADSA)

2024Google ScholarCo-Author
11 Deep Transfer Learning Model for EEG Biometric Decoding
The Applied Data Science and Analysis (ADSA)

2024Google ScholarCo-Author
12 A Frequency-Domain Pattern Recognition Model for Motor Imagery-Based Brain-Computer Interface
The Applied Data Science and Analysis (ADSA)

2024Google ScholarCo-Author
13 Hyperparameter Optimization of Random Forest Algorithm Technique in Acute Coronary Syndrome Cases
Global International Journal of Innovative Research

2024Google ScholarCo-Author
14 Semantic Image Retrieval Analysis Based on Deep Learning and Singular Value Decomposition
The Applied Data Science and Analysis (ADSA)

2024Google ScholarCo-Author
15 A systematic rank of smart training environment applications with motor imagery brain-computer interface
Multimedia Tools and Applications

2022SCOPUSCo-Author
16 A Systematic Literature Review On The Use Of Podcasts In Education Among University Students. ASEAN Journal of Teaching & Learning in Higher Education
Asean Journal of Teaching and Learning in Higher Education (AJTLHE)

2022Malaysian Citation IndexCo-Author
17 Review of ECG detection and classification based on deep learning: Coherent taxonomy, motivation, open challenges and recommendations
Biomedical Signal Processing and Control

2022SCOPUSCo-Author
18 Smart Differentiation System using Self-Adaptive Ensemble-based Differential Evolution (SAEDE) as a Learning Aid for Learning Differentiation
Journal of ICT in Education

2021Non IndexCo-Author
19 Systematic review of training environments with motor imagery braincomputer interface: Coherent taxonomy, open issues and recommendation pathway solution
Health and Technology

2021SCOPUSCo-Author
20 EDUCATIONAL GAME FOR LEARNING SKILLS IN CREATIVE AND LOGIC DEVELOPMENT ON CHILDREN AGED THREE YEARS
International Journal of Advanced Research in Technology and Innovation

2020Malaysian Citation IndexCo-Author
21 EEG Motor Imagery Applications in Brain Computer Interface based Wheelchair Control
International Journal of Science and Research (IJSR)

2019Google ScholarCo-Author
22 Language and Communication Achievements of Two, Three and Four Years Old Children in Childcare Centre
International Journal of Academic Research in Business and Social Sciences

2019Excellent Research Australia (ERA)Co-Author
23 EEG Motor Imagery Applications in Brain-Computer Interface based Wheelchair Control
International Journal of Science and Research (IJSR)

2019Google ScholarCo-Author
24 Aberration compensation of holographic particle images using digital holographic microscopy
Journal of Modern Optics

2015SCOPUSCo-Author
25 Development of Quality Early Childhood Care and Education (QECCE) Scale: Factor Structural and Psychometric Properties
International Journal of Learning, Teaching and Educational Research

2019SCOPUSCo-Author
26 Learning Analytics Contribution in Education and Child Development: A Review on Learning Analytics
INTERNATIONAL JOURNAL OF ASSESSMENT AND EVALUATION IN EDUCATION

2018Malaysian Citation IndexCo-Author
27 Language and Communication Achievements of Two, Three and Four Years Old Children in Childcare Centre
International Journal of Academic Research in Business and Social Sciences

2018Excellent Research Australia (ERA)Co-Author
28 A Review of Disability EEG based Wheelchair Control System: Coherent Taxonomy, Open Challenges and Recommendations
Computer Methods and Programs in Biomedicine

2018SCOPUSCo-Author
29 Learning Analytics Contribution In Education And Child Development: A Review On Learning Analytics
INTERNATIONAL JOURNAL OF ASSESSMENT AND EVALUATION IN EDUCATION

2018Malaysian Citation IndexCo-Author
30 Association between belief and attitude toward preference of complementary alternative medicine use
Patient Preference and Adherence

2017SCOPUSCo-Author
31 NOVEL METHODOLOGY FOR THE EVALUATION AND BENCHMARKING OF HADITH CLASSIFICATION APPROACHES BASED ON RELIABILITY GROUPS USING MCDM TECHNIQUES
Jurnal Teknologi (Sciences and Engineering)

2016SCOPUSCo-Author
1 Development of an off-axis digital holographic microscope for large scale measurement in fluid mechanics

2014 International

2 Sistem Sokongan Keputusan untuk Menilai dan Memantau Prestasi Guru: Kajian Rintis di SMK Bachok, Kelantan, Malaysia

2016 International

3 Improved Machine Learning Algorithm for Heart Disease Prediction Based on Hyperparameter Tuning

2023 International

4 Exploring the Performance of XGBOOST and Artificial Neural Network in Personal Credit Default Prediction: An Empirical Study

2023 International

5 Boundary Accuracy of Interactive Segmentation Methods on Various Distorted Images

2022 International

6 Development of an Off-Axis Digital Holographic Microscope for Large Scale Measurement in Fluid Mechanics

2015 International

7 Self-adapting approach in parameter tuning for differential evolution

2015 International

8 Astigmatism compensation in digital holographic microscopy using complex-amplitude correlation

2015 International

9 Particle Image Classification in Digital Holographic Microscopy by Normalized Cross Correlation

2021 International

10 Astigmatism Compensation in Digital Holographic Microscopy using Complex-Amplitude Correlation

2014 International

11 Measurement of signal-to-noise ratio (SNR) in off-axis particle holography using paraxial approximation

2014 International

12 Particle image classification in digital holographic microscopy by normalized cross correlation

2016 International

13 Self-Adapting Approach in Parameter Tuning for Differential Evolution

2015 International

14 Particle Image Classification in Digital Holographic Microscopy by Normalized Cross Correlation

2016 International

15 Perbandingan Kaedah Penilaian Kualiti Imej Digital Secara Objekif

2016 International

1 Menyertai Malaysia Technology Expo 2019 (MTE 2019)

2019 Art International

2 International Learning Innovation Competition PIP 2019

2019 Art International

3 The 4th International Innovation, Design and Articulation (i-IDEA 2018)

2018 Art International

4 Towards a Patient-Specific Model of Lung Volume Using Absolute Electrical Impedance Tomography (aEIT)

2013 Chapter in Book International

5 UPSI, Universiti Uzbekistan Jalin Kerjasama Antarabangsa Dalam Bidang IT, AI dan Teknologi Hijau

2025 Popwrit National

6 Profil 81,000 Data Kanak-Kanak

2020 Popwrit National

7 PKS perlu manfaat data raya tingkat hasil jualan

2020 Popwrit National

8 Formulation of Computational Intelligence Algorithm for Breast Cancer Early Detection using Mammogram Images

2019 Report National

9 Program K-Inovasi Pengajaran dan Pembelajaran 2019

2019 Art National

10 Pameran Sempena Seminar Pedagogi Abad Ke 21

2018 Art National

11 Pameran di Program Jon Daftar TASKA dan Kempen Sayangi Anak, Kenali Pengasuh Peringkat Negeri Selangr 2018

2018 Art National

12 Self-Adaptive Differential Evolution based on Ensemble of Control Parameters

2017 Report National

13 FUZZY-BASED STATE PREDICTOR AND MAPPING SYSTEM FOR POSTOPERATIVE PATIENTS IN CICU

2016 Report National

14 RELIABLE IMAGE QUALITY INDICATORS FOR INFERRING THE EFFECTIVENESS OF IMAGE SEGMENTATION METHODS IN COMPUTER VISION APPLICATIONS

2016 Report National

15 Investigation Of Low-Energy Gps Baseband Receiver: Study On Design And Implementation Using Multi Criteria Decision-Making Techniques

2017 Report National

16 Investigating Machine Behaviour Through The Computational Red Teaming Framework

2016 Report National

17 Penilaian Pelaksanaan Program ISMP FSKIK

2016 Report National

18 RELIABLE IMAGE QUALITY INDICATORS FOR INFERRING THE EFFECTIVENESS OF IMAGE SEGMENTATION METHODS IN COMPUTER VISION APPLICATIONS.

2016 Report National

19 THREE DIMENSIONAL (3D) PARTICLE AGGREGATION USING DIGITAL HOLOGRAPHIC MICROSCOPY

2015 Report National

1 A Game-Based Learning Analytic Platform For Assessing Children's Logic Development

2020 Leader Universiti Pendidikan Sultan Idris Completed

2 Projek Kelestarian Sistem Pusat Data Kanak-Kanak Kebangsaan (National Child Data Centre - NCDC)

2018 Leader Universiti Pendidikan Sultan Idris Completed

3 Formulation Of Computational Intelligence Algorithm For Breast Cancer Early Detection Using Mammogram Images

2017 Leader Universiti Pendidikan Sultan Idris Completed

4 Determining Of Contributing Factors Of Quality ECCE; Leadership, Management And Monitoring - Projek 3/LMM

2019 Member Completed

5 Psychological Well-being Test For Selection And Recruitment Process Among Caregivers

2020 Member Universiti Pendidikan Sultan Idris Completed

6 FUZZY-BASED STATE PREDICTOR FOR PATIENTS WITH CARDIOVASCULAR DISEASE

2013 Leader Kementerian Pengajian Tinggi Completed

7 Development Of An IoT Based Data Tracking For Multi-Legged Sophibian Robot

2023 Leader Universiti Pendidikan Sultan Idris In Progress

8 Kajian Keberkesanan Program Genius Negara 2020

2020 Member Kementerian Pengajian Tinggi Completed

9 Kajian Penilaian Outcome Projek Pembangunan Pusat Penyelidikan Perkembangan Kanak - Kanak Negara (NCDRC)

2016 Member Kementerian Pelajaran Completed

10 Investigation Of Low-Energy GPS Baseband Receiver : Study On Design And Implementation Using Multi Criteria Decision-Making Techniques

2015 Member Kementerian Pengajian Tinggi Completed

11 Determining Contributing Factors Of Quality ECCE

2015 Member Completed

12 INVESTIGATING MACHINE BEHAVIOUR THROUGH THE COMPUTATIONAL RED TEAMING FRAMEWORK

2013 Member Kementerian Pengajian Tinggi Completed

13 RELIABLE IMAGE QUALITY INDICATORS FOR INFERRING THE EFFECTIVENESS OF IMAGE SEGMENTATION METHODS IN COMPUTER VISION APPLICATIONS.

2013 Member Kementerian Pengajian Tinggi Completed

14 Pembangunan Buku Pintar Elektonik Bersuara Bahasa Melayu Berasaskan Teori Psikolinguistik Kognitif Dan Pembelajaran Kendiri Dalam Mempertingkatkan Penguasaan Kemahiran Membaca Dalam Kalangan Murid Prasekolah

2022 Member Universiti Pendidikan Sultan Idris Completed

15 Self-adaptive Differential Evolution Based On Ensemble Of Control Parameters

2016 Member Universiti Pendidikan Sultan Idris Completed

16 Penilaian Pelaksanaan Program Ijazah Sarjana Muda Pendidikan, Fakulti Seni Komputeran Dan Industri Kreatif

2015 Member Universiti Pendidikan Sultan Idris Completed

17 Three-Dimensional (3D) Particle Aggregation Using Digital Holographic Microscopy

2014 Member Universiti Pendidikan Sultan Idris Completed

18 Learning-Based Ultrasound Image Quality Characterization For Accurate Fetal Growth Assessment

2017 Member Mutinasional/Asing Completed

19 Penggunaan AI Untuk Inovasi Analisis Keperluan Latihan Dan Penyampaian Kandungan Pembelajaran Peribadi

2025 Member In Progress

20 A Novel Dynamic-Length Chromosome Formulation For Marker Genes' Identification In Cancer Classification Using Evolutionary Optimised Gene Expression Profiling

2022 Member In Progress

21 Intelligenomics Profiling For Personalised Childhood Learning And Development

2022 Member Kementerian Pengajian Tinggi In Progress

22 Kajian Keberkesanan Program Genius Negara 2020

2020 Member Kementerian Pengajian Tinggi In Progress

23 Determinant Of Dietary Intake As Etiology Of Learning Disabilities Using Anthropometric And Household Income Measures: Potential Instrument For Morbidity Identification

2019 Member Kementerian Pengajian Tinggi In Progress

24 A Heuristic Self-Operated Mechanism For Optimising A Robust Disaster Relief Logistic Scheduling

2017 Member Kementerian Pengajian Tinggi In Progress

25 Projek Pengumpulan Data Pusat Data Kanak-kanak Kebangsaan (National Child Data Centre-NCDC) Fasa 2 & 3

2015 Member Kementerian Pelajaran In Progress

26 Pembinaan Bahan Sokongan Pintar Dan Berbakat PERMATA Negara

2015 Member Jabatan Perdana Menteri In Progress

27 MEMPERKASAKAN PROGRAM PENGAJIAN PASCA SISWAZAH FKMT

2025 Member In Progress

28 From Teaching To Training: Developing A Framework To Upskill Lecturers Into Corporate Trainers

2024 Member In Progress

29 AI And MCDM-Driven Evaluation And Benchmarking Of Educational Applications

2024 Member In Progress

30 MEREKA BENTUK DAN PEMBANGUNAN KURSUS DALAM TALIAN TERBUKA BAGI KECERDASAN BUATAN (AI) DALAM LATIHAN PENDIDIKAN

2024 Member In Progress

31 Pembangunan Toy Index Pengujian Permainan Kanak-Kanak

2019 Member In Progress

32 The Development Of Active Collaboration Learning Classroom Using Agent Based Jigsaw Technique In Computer Supported Learning Environment

2017 Member Universiti Pendidikan Sultan Idris Overdue

1

NCDC: National Child Data Centre

2022LEADER
2

EvaXpert Evaluation System: An Integrated Product Innovation Evaluation System

2024MEMBER
1 Monitect: Sistem Pemantauan Dan Pengesanan Kebocoran Saluran Paip Di Rumah Berasaskan Iot

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Gold
2 Sistem Myscreen (malaysia Psychometric Inventory For Care And Education)

ITEX 2022

2022 International Gold
3 Sistem Myscreen (malaysia Psychometric Inventory For Care And Education)

ITEX 2022

2022 International Gold
4 Mother & Child Record (mymacer)

NATIONAL HACKATON FOR DIGITALISING GOVERNMENT SERVICES

2020 International Gold
5 National Child Data Centre (ncdc): A Comprehensive System For Tracking And Monitoring Development Trajectories & Well-being Of Children In Malaysia

SEOUL INTERNATIONAL INVENTION FAIR 2020 (SIIF 2020)

2020 International Gold
6 Mother & Child Record (mymacer)

NATIONAL HACKATON FOR DIGITALISING GOVERNMENT SERVICES

2020 International Gold
7 National Child Data Centre (ncdc): A Comprehensive System For Tracking And Monitoring Development Trajectories & Well-being Of Children In Malaysia

SEOUL INTERNATIONAL INVENTION FAIR 2020 (SIIF 2020)

2020 International Gold
8 Koswer Berasaskan Web Untuk Pembelajaran Topik Algoritma Asas Sains Komputer Tingkatan 1

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
9 National Child Data Centre (ncdc) - Child Development, Alert & Health Modules

29th Intenational Invention, Innovatuion & Technology Exhibition (ITEX 2018)

2018 International Gold
10 National Child Data Centre (ncdc) – Child Development Alert & Health Modules

4th International Innovation, Design and Articulation (i-IDeA 2018)

2018 International Gold
11 National Child Data Centre (ncdc) – Child Development Alert & Health Modules

ITEX 2018

2018 International Gold
12 National Child Data Centre (ncdc) - Child Development, Alert & Health Modules

29th Intenational Invention, Innovatuion & Technology Exhibition (ITEX 2018)

2018 International Gold
13 Sistem Pemantauan Kualiti Air Berasaskan Iot Untuk Sistem Akuakultur Peredaran Semula

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Silver
14 Cita: A Web-based Application To Foster Holistic Children's Learning Development

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Silver
15 Folding Geometry With Ar

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Silver
16 Koswer Berasaskan Web Untuk Pembelajaran Topik Permikiran Asas Komputasional Asas Sains Komputer Tingkatan 1

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Silver
17 Smart Aqua Farming

PECIPTA 2022

2022 International Bronze
18 Swibles : Using Mobile Game To Learn To Spell Body Parts For Preschoolers

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Bronze
19 National Child Data Centre (ncdc) – Child Development Alert & Health Modules

PECIPTA 2017

2017 International Bronze
20 Penggunaan Sistem Ncdc Sebagai Penilaian Alternatif Untuk Mentaksir Perkembangan Awal Kanak-kanak

K-Novasi Pengajaran & Pembelajaran

2019 National Silver
21 Ncdc : A Comprehensive Database For Tracking And Monitoring Developmental Trajectories & Well-being Of Children In Malaysia

Malaysia Technology Expo 2019

2019 National Silver
22 National Child Data Center (ncdc) Mobile Apps

The 4th International Innovation Design and Articulation

2018 National Silver
23 Portable Etching Machine

NOVEL RESEARCH AND INNOVATION COMPETITION (NRIC) 2014

2014 National Silver
24 Open Ended Child Initiated Learning (oecil) Through Project Approach

PIP 2019

2019 National Bronze
25 Adjustable Durian Opener

NOVEL RESEARCH AND INNOVATION COMPETITION (NRIC) 2014

2014 National Bronze
26 Anugerah Perkhidmatan Cemerlang

Universiti Pendidikan Sultan Idris

2023 University

Research
(Principal Investigator)

6

RM911,257

Publication

73

Supervision

13

PhD

2

Master
Consultation

RM401,394