Staff Directory
Academic Qualifications
- Doctor of Philosophy in Computer Science - Doctor of Philosophy, University of York
- Master of Science (Computer Science) - Masters Degree, Universiti Teknologi Malaysia (UTM)
- Bachelor of Management Information System - Bachelor Degree, International Islamic University Malaysia
Amelia Ritahani Bt. Ismail (Prof. Dr.)
Professor
IIUM Gombak Campus
KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY
Additional Assignments:
Deputy Director, Kulliyyah of Information and Communication Technology
amelia@iium.edu.my
5642
Area of Specialisation
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Other Artificial Intelligence n.e.c. - Machin Learning, Deep Learning, Optimisation, Swarm Intelligence and Modelling and simulation of AI
Professional Membership
- 2015 - 2021 : Member of Profesional Body / Association: (Member), Institute of Electrical and Electronics Engineers (IEEE)
- 2016 - 2024 : Member of Profesional Body / Association: (Professional Member), Institute of Electrical and Electronics Engineers (IEEE)
- 2018 : Member of Profesional Body / Association: (Member), Special Interest Group on Machine Learning, Academy of Sciences Malaysia (ASM)
- 2019 - 2025 : Member of Profesional Body / Association: (PROFESSIONAL TECHNOLOGIST (MBOT)), Malaysia Board of Technologists (MBOT)
- 2020 - 2020 : Member of Profesional Body / Association: (Professional Memeber), Institute of Electrical and Electronics Engineers (IEEE)
Teaching Responsibilities
| ARTIFICIAL NEURAL NETWORK | 2014/2015 2013/2014 2012/2013 |
| DATA SCIENCE | 2017/2018 |
| ELEMENTS OF PROGRAMMING | 2015/2016 2014/2015 2013/2014 2012/2013 |
| FINAL YEAR PROJECT | 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 |
| FINAL YEAR PROJECT I | 2021/2022 2020/2021 2019/2020 2017/2018 |
| FINAL YEAR PROJECT II | 2021/2022 2020/2021 2019/2020 |
| INDUSTRIAL ATTACHMENT | 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 2011/2012 |
| INTELLIGENT SYSTEMS | 2024/2025 2023/2024 2022/2023 2021/2022 2017/2018 |
| INTRODUCTION TO COMPUTER ORGANIZATION | 2011/2012 |
| MACHINE LEARNING | 2026/2027 2025/2026 2024/2025 2023/2024 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 |
| Neural Networks and Deep Learning | 2026/2027 |
| PRINCIPLES OF ARTIFICIAL INTELLIGENCE | 2016/2017 2015/2016 2014/2015 2013/2014 |
Supervision
|
A Dual Convolutional Neural Network With U-Net And Multi-Residual Network For Medical Image Segmentation
.
Ph.D
Completed
2024
Main Supervisor
|
|
Emotion Recognition Model Based On Indonesian Sentiment Text Using Machine Learning And Neuro-Physiological Approach.
Ph.D
Completed
2022
Member Supervisory Committee
|
|
An Optimized Medical Images Watermarking Technique Utilizing A Constant Ratio Of Frequency Domain.
Ph.D
Completed
2022
Main Supervisor
|
|
Sentiment-Based Support Vector Machine Optimized By Metaheuristic Algorithms For Cryptocurrency Forecasting.
Ph.D
Completed
2022
Main Supervisor
|
|
Detection And Restoration Of Cracked Digitized Painting And Manuscripts Usingimage Processing(Ip).
Ph.D
Completed
2022
Co-supervisor
|
|
Arabic Text Classification Based On Artificial Bee Colony Algorithm And Semantic Relations.
Ph.D
Completed
2022
Co-supervisor
|
|
Enhancing The Astrocyte Spiking Deep Neural Networks And Calcium Based Neural Network Model For Classification.
Ph.D
Completed
2020
Main Supervisor
|
|
Application Of Deep Learning For Medical Data Analysis In Early Disease Defection.
Ph.D
In Progress
Main Supervisor
|
|
A Meta-Auto Ml Framework With Conformal Distributinal Forecasting For Robust And Adaptive Time Series Prediction.
Ph.D
In Progress
Main Supervisor
|
|
Large-Scale Ensemble Mcdm Estimation Solutions Using Unsupervised Machine Learning And Optimization Technique.
Ph.D
In Progress
Main Supervisor
|
|
Enhanced Federated Learning Model With Unsupervised Autoencoder-Based Reconstruction For Classification Of Imbalanced Medical Images.
Ph.D
In Progress
Main Supervisor
|
|
Autonomoud Si-Driven System For The Early Detrection Of Illegal Activities In Forested Areas Across Malaysia.
Ph.D
In Progress
Co-supervisor
|
|
Alexnet Convolutional Neural Network Multimodal Biometric Technique For Face And Voice Authentication.
Master
Completed
2025
Main Supervisor
|
|
Utilizing Catboost Shapley Additive Explanations For Interpretable Machine Learning In Medical Records Analysis
.
Master
Completed
2024
Main Supervisor
|
|
An Improved K-Nearest Neighbor With Grasshopper Optimization Algorithm For Missing Data Imputation.
Master
Completed
2020
Main Supervisor
|
|
Preventive And Curative Health Profiling Based On Augmented Event-Related Potentials (Erp) And Machine Learning.
Master
Completed
2020
Co-supervisor
|
|
Evolutionary Deep Belief Network With Bootstrap Sampling For Imbalanced Class Data.
Master
Completed
2019
Main Supervisor
|
|
Improved Particle Swarm Optimization For High- Dimensional Optimization Problem.
Master
Completed
2019
Main Supervisor
|
|
Detecting Syntactic Ambiguity In Requirements Specification Using Naive Bayes Text Classification Algorithm.
Master
Completed
2019
Co-supervisor
|
|
Development Of Cognitive Navigation Algorithm And Multi-Communication Mechanism For Robotic System.
Master
Completed
2018
Main Supervisor
|
|
The Development Of A Swarm-Based Exploration Algorithm With The Expanded Square Pattern Using Quadcopter.
Master
Completed
2016
Main Supervisor
|
|
The Development Of A New Immune Inspired Energy Charging Mechanism For Swarm Robotic System.
Master
Completed
2016
Main Supervisor
|
|
Agent Driven Retrieval Augmented Generation For Software Engineering.
Master
In Progress
Main Supervisor
|
|
Hierarchical Swarm-Based Agent Retrieval Augmented Generation For Multimodal Llms.
Master
In Progress
Main Supervisor
|
|
Case Study On Applying Privacy Framework In The Automotive Industry Based On The Data Privacy Act And Frameworks.
Master
In Progress
Co-supervisor
|
Research Projects
Completed
| 2023 - 2026 | Technological Trends and Maqasid-Driven Integration on Telehealth for Learning Disabilities: A Systematic Literature Review and Bibliometric Analysis |
| 2023 - 2023 | Development of Machine Learning Model for Testing and Evaluation of Data Privacy in ICT/IoT Products and Applications Project |
| 2022 - 2023 | Guideline on Testing and Evaluation Methodology for Data Privacy in ICT/IoT Products and Applications |
| 2022 - 2025 | ARTIFICIAL INTELLIGENCE-AN ETHICAL, SPIRITUAL & PHILOSOPHICAL APPROACH |
| 2022 - 2025 | Vision-based vehicle detection using Deep Learning |
| 2020 - 2023 | Face Detection Attendance System |
| 2019 - 2024 | A Framework for the Detection of Intelligent Source Code Plagiarism in Big Data using Word2vec Model |
| 2019 - 2023 | Syntactic Ambiguity Detection Framework in Software Requirements Specification |
| 2018 - 2021 | Enhancing COCOMO Model using Particle Swarm Optimization for Estimating Software Development Project |
| 2018 - 2022 | A Novel Particle Swarm Optimization with Levy Flight Algorithm for Imputation of Missing Creatinine Value. |
| 2017 - 2017 | Development of Teaching Modules on the Subject of Computer Science Form 5 for MDeC and MOE |
| 2017 - 2020 | Gait Identification Modelling for a hybrid amphi-underwater robot with exponential momentum ant colony algorithm |
| 2016 - 2019 | Validation Study of a Portable Biosensor Technology in Quantifying E. Coli in Filtered River Water |
| 2016 - 2019 | A Novel Swarm-Based Optimisation Algorithm Inspired by Artificial Neural Glial Network for Autonomous Robots |
| 2015 - 2016 | DIGITAL COMPETENCY STANDARDS (DCS) ANALYTICS & REPORT |
| 2015 - 2016 | Digital Competency Standards (DCS) Rubrics Refinement and Post Pilot Analysis |
| 2013 - 2016 | An Incremental Construction of Component-based Systems using Multi-Agent Learning Approach |
| 2013 - 2016 | Development of Immune Inspired Algorithm for Self-Healing Swarm Robotic Systems |
| 2013 - 2016 | A Swarm Cognition Inspired Model for the Unsupervised Learning of Morphology |
| 2012 - 2015 | Immune Inspired Solution for Fault Tolerence in Swarm Robotic Systems |
| 2011 - 2014 | RU 2011: My Family System: Extending Experts For Consultation On Family Relationships Based On CRM Analytic Model |
On-Going
| 2026 - Present | Strengthening Digital Inclusion at NADI for Future Workforce Readiness: Comparative Insights on AI Tutors, Human Educators and Hybrid Human-AI Instructional Approaches in Digital Skills Training for Rural and Underserved Communities |
| 2025 - Present | AN ENHANCED DEEP LEARNING MODEL WITH REGULARISATION TECHNIQUES USING GENERATIVE ADVERSARIAL NETWORKS FOR CLASSIFYING THE ANGULATION OF IMPACTED MANDIBULAR THIRD MOLAR ON PANORAMIC RADIOGRAPH |
| 2025 - Present | Application of Machine Learning as A Predictive Analytic for Enhancing Infection Prevention and Control Practices in Emergency and Trauma Departments of SASMEC @IIUM |
| 2025 - Present | AI-Powered Precision in Diagnosing TMJ Disorders: Automated Detection and Classification of Osseous Changes through Deep Learning |
| 2025 - Present | A Value-Based Artificial Intelligence Learning Courseware: Integrating Islamic Faith and Technology for Schools in Perlis |
| 2024 - Present | A Hybrid Machine Learning Algorithm for Predictive Modelling of Harmful Algal Blooms Using Radial Basis Function Networks and Fuzzy Clustering |
| 2024 - Present | A Hybrid Fuzzy-based Recommender Model for Detecting and Classifying Requirements Ambiguities to Improve Requirements Quality |
| 2019 - Present | A Fuzzy Multi-Criteria Decision Analysis Model for Decision Support in Diabetes Mellitus |
Awards & Recognition
| 25 Sep, 2025 | KICT TALE 2025 : SILVER AWARD - KULLIYYAH OF ICT | KCDIO |
| 14 Aug, 2025 | KICT TAKRIM AWARD 2025 : BEST PAPER IN KICT JOURNAL 2024 - KULLIYYAH OF ICT | KCDIO |
| 14 Aug, 2025 | KICT TAKRIM AWARD 2025 : TOP 10 MY CONTRIBUTOR - KULLIYYAH OF ICT | KCDIO |
| 25 Jun, 2025 | RIAD 2025: 6-STAR RATING IN MyRA 2024 - International Islamic University Malaysia | University |
| 30 Apr, 2025 | KICT FYP SHOWCASE: FYP 1 Most Promising Project - KULLIYYAH OF ICT | KCDIO |
| 13 Oct, 2024 | Gold Medal - Johor International Innovation Invention Competition and Symposium (JIIICaS 2024) , UITM Johor | International |
| 13 Oct, 2024 | Silver Medal - Johor International Innovation Invention Competition and Symposium ( JIIICas 2024), UITM Johor | International |
| 28 Aug, 2024 | KICT TAKRIM AWARD 2024: TOP 10 MYRA CONTRIBUTION TO KICT - KULLIYYAH OF ICT | KCDIO |
| 23 Aug, 2024 | KICT TAKRIM 2024: HIGHEST NUMBER OF CHAPTERS INDEXED IN SCOPUS / WOS - KULLIYYAH OF ICT | KCDIO |
| 23 Aug, 2024 | KICT TAKRIM AWARD 2024: HIGHEST AMOUNT OF RESEARCH GRANT INDUSTRIAL LEVEL - KULLIYYAH OF ICT | KCDIO |
| 23 Aug, 2024 | KICT TAKRIM AWARD 2024: TOP 3 NUMBER OF COLLABORATION PAPER (INTERNATIONAL /INDUSTRY / HEI) - KULLIYYAH OF ICT | KCDIO |
| 27 Sep, 2023 | KICT TAKRIM AWARD 2023: BEST TEACHING INNOVATION FOR EXPERENTIAL LEARNING - KULLIYYAH OF ICT | KCDIO |
| 27 Sep, 2023 | KICT TAKRIM AWARD 2023: HIGHEST PUBLICATION IN INDEXED PROCEEDINGS - KULLIYYAH OF ICT | KCDIO |
| 27 Sep, 2023 | KICT TAKRIM AWARD 2023: TOP 10 MYRA CONTRIBUTION IN KICT - KULLIYYAH OF ICT | KCDIO |
| 27 Sep, 2023 | KICT TAKRIM AWARD 2023: TOP 3 HIGHEST PUBLICATIONS IN INDEXED JOURNAL - KULLIYYAH OF ICT | KCDIO |
| 27 Sep, 2023 | KICT TAKRIM AWARD 2023: TOP 5 HIGHEST CITATION - KULLIYYAH OF ICT | KCDIO |
| 11 Aug, 2023 | Gold Medal - Malaysian Technology Expo (MTE 2023) . | National |
| 11 Aug, 2023 | SPECIAL AWARD (PUBLIC UNIVERSITY) - Ministry of Higher Education, Malaysian Technology Expo (MTE 2023) . | National |
| 11 Aug, 2023 | SPECIAL AWARD, TISIAS - Toronto, International Society of Innovation and Advanced Skills, Malaysian Technology Expo (MTE 2023) . | National |
| 22 Nov, 2020 | Bronze Medal - | National |
| 18 Dec, 2019 | Bronze Medal - International Exhibition of Research , Ideas, Innovation on Creative Humanising | International |
| 18 Dec, 2019 | Gold Medal - International Exhibition of Research, Idea & Innovation on Creative and Humanizing (ie-RIICH 2019) | International |
| 18 Dec, 2019 | Young Investigator Award - Institute of Electrical and Electronics Engineers (IEEE) | International |
| 14 Nov, 2019 | Bronze Medal - Universiti Tun Hussein Onn Malaysia | National |
| 14 Nov, 2019 | Silver Medal - Universiti Tun Hussein Onn Malaysia | National |
| 13 Nov, 2018 | Best Researcher Award - International Islamic University Malaysia | University |
| 31 Jul, 2017 | Award for 15 Years of Service - International Islamic University Malaysia | University |
| 09 Sep, 2016 | IIUM Quality Research Award - International Islamic University Malaysia | University |