Staff Directory
Academic Qualification
- 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 (Assoc. Prof. Ts. Dr.)
Associate Professor
IIUM Gombak Campus
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 - 2019: 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)
- 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 | 2023/2024 2022/2023 2021/2022 2017/2018 |
INTRODUCTION TO COMPUTER ORGANIZATION | 2011/2012 |
MACHINE LEARNING | 2023/2024 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 2012/2013 |
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
|
Federated Deep Learning Model For Automated Detection Of Diabetic Retinopathy.
Ph.D
In Progress
Main Supervisor
|
A Fuzzy Multi Criteria Decision Analysis Model For Decision Support In Diabetes Mellitus.
Ph.D
In Progress
Co-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 New Immune Inspired Energy Charging Mechanism For Swarm Robotic System.
Master
Completed
2016
Main Supervisor
|
The Development Of A Swarm-Based Exploration Algorithm With The Expanded Square Pattern Using Quadcopter.
Master
Completed
2016
Main Supervisor
|
Interpretable Machine Learning With Catboost Shapley Additive Explanations For Medical Records Analysis.
Master
In Progress
Main Supervisor
|
A Deep Learning Multimodal Biometric Technique For Face And Voice Authentication.
Master
In Progress
Main Supervisor
|
Framework For Car Advising System With Digital Forensic Evidence.
Master
In Progress
Co-supervisor
|
Research Projects
Completed
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 |
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 | Development of Immune Inspired Algorithm for Self-Healing Swarm Robotic Systems |
2013 - 2016 | An Incremental Construction of Component-based Systems using Multi-Agent Learning Approach |
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
2023 - Present | Technological Trends and Maqasid-Driven Integration on Telehealth for Learning Disabilities: A Systematic Literature Review and Bibliometric Analysis |
2022 - Present | ARTIFICIAL INTELLIGENCE-AN ETHICAL, SPIRITUAL & PHILOSOPHICAL APPROACH |
2022 - Present | Vision-based vehicle detection using Deep Learning |
2019 - Present | A Fuzzy Multi-Criteria Decision Analysis Model for Decision Support in Diabetes Mellitus |
Award & Recognition
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 |
09 Sep, 2016 | IIUM Quality Research Award - International Islamic University Malaysia | University |
Publications
Article
Conference or Workshop Item
Book
Book Section
2022 | The effect of Kernel functions on cryptocurrency prediction using support vector machines. In: Springer Science and Business Media Deutschland GmbH, ISBN: 978-3-030-98740-4, pp. 319-332 |
2021 | Redesign business model of masjid kitchens as soup kitchens, providing jobs employment and nurturing of asnaf as entrepreneurs, and income generation for the masjid. In: Pusat Islam UTM, ISBN: , pp. 100-111 |
2015 | Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm. In: Switzerland, ISBN: 978-3-319-13152-8, pp. 51-60 |
2010 | An artifical immune systems for robot organisms. In: Springer, ISBN: 978-3642-11691-9, pp. 279-302 |