Staff Directory
Academic Qualification
- Doctor of Philosophy in Computer Science - Doctor of Philosophy, International Islamic University Malaysia
- Master of Computer Science - Masters Degree, Universiti Malaya (UM)
- Bachelor of Computer Science - Bachelor Degree, Universiti Malaya (UM)
Marini binti Othman (Dr.)
Assistant Professor
IIUM Gombak Campus
KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY
omarini@iium.edu.my
5648
Expert Profile
Marini Othman obtained her B.Sc. and M.Sc. degrees in Computer Science from the University of Malaya. She holds a Ph.D. degree in Computer Science from the International Islamic University Malaysia, specializing in affective computing. Her research interests include machine learning, biological data mining and mobile health (mHealth). Presently, Dr. Marini is an Assistant Professor at the Department of Information Systems, Kulliyyah of Information and Communication Technology, International Islamic University Malaysia (IIUM). She can be contacted at email: omarini@iium.edu.my
Area of Specialisation
- ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Cognitive Science - Affective Computing
Professional Membership
- 2017: Member of Profesional Body / Association: (Member), Institute of Electrical and Electronics Engineers (IEEE)
Teaching Responsibilities
FINAL YEAR PROJECT 1 | 2019/2020 |
FINAL YEAR PROJECT I | 2020/2021 2017/2018 2016/2017 2015/2016 2013/2014 2008/2009 2007/2008 2006/2007 |
FINAL YEAR PROJECT II | 2020/2021 2019/2020 2017/2018 2016/2017 2015/2016 2014/2015 2008/2009 2007/2008 2006/2007 |
HUMAN COMPUTER INTERACTION | 2014/2015 |
INDUSTRIAL ATTACHMENT | 2017/2018 2016/2017 2015/2016 2014/2015 2013/2014 |
INFORMATION TECHNOLOGY | 2015/2016 2014/2015 2013/2014 2007/2008 2006/2007 |
MANAGEMENT INFORMATION SYSTEM | 2008/2009 |
PRACTICAL TRAINING | 2008/2009 2007/2008 2006/2007 |
PROJECT MANAGEMENT IN IT | 2008/2009 |
STRUCTURED PROGRAMMING LANGUAGE | 2006/2007 2005/2006 |
SYSTEM ANALYSIS AND DESIGN | 2024/2025 2023/2024 2022/2023 |
SYSTEMS ANALYSIS AND DESIGN | 2008/2009 2007/2008 2006/2007 |
WEB APPLICATION DEVELOPMENT | 2024/2025 2020/2021 2019/2020 |
WEB PROGRAMMING I | 2015/2016 |
WEB TECHNOLOGIES | 2023/2024 2022/2023 2020/2021 2019/2020 2018/2019 2017/2018 2016/2017 |
Supervision
Brain Tumor Mri Images Detection And Classification Based On Deep Convolution Neural Network Techniques.
Ph.D
Completed
2023
Co-supervisor
|
Neurofinance And Investment Behaviour In Bursa Malaysia.
Ph.D
Completed
2019
Member Supervisory Committee
|
Neurophysiological Profiling Model For Mental Fatigue.
Ph.D
In Progress
Main Supervisor
|
The Impact Of Ict In Economic Growth Of Afghanistan.
Master
Completed
2021
Main Supervisor
|
Factors Influencing User Intention To Buy Through Multi-Service Platform (Gojek) In Aceh
.
Master
Completed
2021
Main Supervisor
|
Emotion Recognition Based On Eeg Signals For Stock Market Purchase Decisions Analysis.
Master
Completed
2018
Main Supervisor
|
An Enhanced Mental Health Intervention Using Eeg-Based Emotion Detection.
Master
In Progress
Main Supervisor
|
Research Projects
Completed
2020 - 2023 | Car Drivers' Mental Fatigue Neuro-physiological Profiling Model |
2014 - 2016 | Computational Modeling for Analyzing the Effect of Quranic Recitations on Human Emotions |
2014 - 2020 | Brain Inspired Computational Modelling of Tugboat Master based on User Experience and Situation Awareness |
2009 - 2011 | Collection and Analysis of Human Brain Signals in Relation to Emotion using BIMEC, a Biometrical Machine and Software |
On-Going
2016 - Present | Identifying and Profiling children with Learning disabilities using Algorithmic Computational Neuro-Physiological (CNP) Model |
2015 - Present | Affective Classification of EEG during Visual Spatial Video Game Play |
2014 - Present | Multimedia Intervention Model for Children with ADHD using Neurofeedback Therapy |
2010 - Present | Artifact Removal from Children's Electroencephalogram Using Independent Component Analysis (ICA) |
Award & Recognition
27 Aug, 2020 | Best of the Best Project (Social Science) Tertiary Level - UiTM Cawangan Johor | International |
27 Aug, 2020 | Gold Medal - UiTM cawangan Johor | International |
Publications
Article
2023 | EEG features for driver’s mental fatigue detection: a preliminary work. International Journal on Perceptive and Cognitive Computing (IJPCC), 9 (1) pp. 88-94 |
2022 | Shari'ah governance of Islamic banks: the role of shari'ah supervisory board - a bibliometric analysis. IIUM Law Journal, 30 () pp. 129-278 |
2019 | EEG based biometric identification using correlation and MLPNN models. International Journal of Online and Biomedical Engineering, 15 (10) pp. 77-90 |
2019 | Emotion recognition using electroencephalogram signal. Indonesian Journal of Electrical Engineering and Computer Science, 15 (2) pp. 786-793 |
2017 | Investment decisions based on EEG emotion recognition. Advanced Science Letters, 23 (11) pp. 11345-11349 |
2015 | Affective learning analysis of children in a card sorting game. Lecture Notes in Electrical Engineering, 339 () pp. 681-688 |
2013 | EEG emotion recognition based on the dimensional models of emotions. Procedia - Social and Behavioral Sciences, 97 () pp. 30-37 |
Conference or Workshop Item
2022 | Factors affecting customers' adoption of internet banking in Afghanistan. In: 2022 10th International Conference on Cyber and IT Service Management (CITSM), |
2022 | Prediction of ADHD from a small dataset using an adaptive EEG theta/beta ratio and PCA feature extraction. In: Proceedings of the Fifth International Conference on Soft Computing and Data Mining (SCDM 2022), |
2022 | Prediction of ADHD from a small dataset using an adaptive EEG Theta/Beta Ratio and PCA feature extraction. In: Proceedings of the Fifth International Conference on Soft Computing and Data Mining (SCDM), |
2016 | EEG-based emotion recognition in the investment activities. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), |
2016 | Revolving traditional EEG device into mobile architecture. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), |
2016 | User perceptions of Islamic website (I-webs). In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), |
2014 | A cognitive-affective measurement model based on the 12-point affective circumplex. In: 2014 3rd International Conference on Advanced Computer Science Applications and Technologies, |
2012 | Affective mapping of EEG during executive function tasks. In: 2012 15th International Conference on Computer and Information Technology (ICCIT), |
2012 | EEG affect analysis based on KDE and MFCC. In: The ISCA 2nd International Conference on Advanced Computing and Communication (ISCA-ACC-2012), |
2010 | Affective face processing analysis in autism using electroencephalogram. In: 3rd International Conference on Information and Communication Technology for the Muslim World (ICT4M 2010), |
2007 | Developing a secure mechanism for Bluetooth-based Wireless Personal Area Networks (WPANs) . In: International Conference on Electrical Engineering, 2007 (ICEE '07), |
Book Section
2011 | Classification of EEG signals for understanding affective face processing impairment in autism. In: IIUM Press, ISBN: 9789674181116, pp. 135-154 |
2011 | EEG emotion recognition using features of Mel Frequency Cepstral Coefficients. In: IIUM Press, ISBN: 9789674181116, pp. 58-76 |
2011 | Emotion detection from brain signals based on musical and visual stimuli. In: IIUM Press, ISBN: 9789674181116, pp. 77-93 |
2011 | Understanding students’ emotion while solving mathematical questions using EEG signals. In: IIUM Press, ISBN: 9789674181116, pp. 94-110 |