selected publications academic article A Comparative Study of Feature Selection Technique for Predicting the Professional Tennis Matches Outcome in a Grand Slam Tournament. JOIV : International Journal on Informatics Visualization. 8:270. 2024 Malaysia’s Insider Threat Risk: Developing a Tool. International Research Journal of Multidisciplinary Scope. 05:187-200. 2024 Optimizing Coagulation Profile E-Reporting: A Design Thinking Perspective on Healthcare and Technological Integration. International Journal on Advanced Science, Engineering and Information Technology. 14:1434-1442. 2024 The Application of Decision Tree Classification Algorithm on Decision-Making for Upstream Business. International Journal of Advanced Computer Science and Applications. 14. 2023 A framework for predicting employee health risks using ensemble model. International Journal of ADVANCED AND APPLIED SCIENCES. 8:29-38. 2021 A survey on presentation attack detection for automatic speaker verification systems: State-of-the-art, taxonomy, issues and future direction. Multimedia Tools and Applications. 80:32725-32762. 2021 Content analytics based on random forest classification technique: An empirical evaluation using online news dataset. International Journal of ADVANCED AND APPLIED SCIENCES. 8:77-84. 2021 Study of B40 Schoolchildren Lifestyles and Academic Performance using Association Rule Mining. Annals of Emerging Technologies in Computing. 5:60-68. 2021 Discovering explicit knowledge using text mining techniques for peacekeeping documents. International Journal of Business Information Systems. 35:152. 2020 Profiling Patterns in Healthcare System: A Preliminary Study. International Journal of Advanced Computer Science and Applications. 11. 2020 Relationship Analysis on the Experience of Hospitalised Paediatric Cancer Patient in Malaysia using Text Analytics Approach. International Journal of Advanced Computer Science and Applications. 10. 2019 Establishment of User Requirements Handbook based on the Situational Awareness Knowledge for Malaysian Military Observers. International Journal of Engineering & Technology. 7:35-38. 2018 VisualUrText: A Text Analytics Tool for Unstructured Textual Data. Journal of Physics: Conference Series. 1018:012011. 2018 chapter Exploring Election Prediction Outcomes on Social Media Data using Machine Learning Algorithms. Technology for Societal Transformation. 121-130. 2025 The Role of Big Data in Transforming Communities and Shaping the Future. Technology for Societal Transformation. 195-204. 2025 A Regression Analysis for Predicting Student Academic Performance. SpringerBriefs in Applied Sciences and Technology. 59-66. 2024 Digital Competence Assessment for Royal Malaysian Air Force Aircraft Maintenance Technicians. SpringerBriefs in Applied Sciences and Technology. 33-40. 2024 Exploring Data Wiping Practices in the Royal Malaysian Air Force (RMAF) HQ. Lecture Notes in Computer Science. 328-338. 2024 Harnessing Technology for Efficient Coagulation Profile E-Reporting: A Design Thinking Approach. Lecture Notes in Computer Science. 410-420. 2024 Insider Threat Prediction Techniques: A Systematic Review Paper. SpringerBriefs in Applied Sciences and Technology. 119-126. 2024 Decision Tree: Customer Churn Analysis for a Loyalty Program Using Data Mining Algorithm. Communications in Computer and Information Science. 14-27. 2019 Association Rule Mining Using Time Series Data for Malaysia Climate Variability Prediction. Lecture Notes in Computer Science. 120-130. 2017 Document Clustering in Military Explicit Knowledge: A Study on Peacekeeping Documents. Lecture Notes in Computer Science. 175-184. 2017 Context-Based Interaction Design for Smart Homes. Lecture Notes in Computer Science. 844-849. 2012 conference paper Building a Recommendation System of Consumers' Preferable Choice Using a Collaborative-Filtering. 1-5. 2023 Process mining to discover online learning behaviour. 1-7. 2023 Windows Platform’s Risk Assessment in Response to LOLBins Attacks. 124-129. 2023 Covid-19 Effect On Undergraduate Computing Students' Performance At Higher Education: Pilot Study. 1-6. 2021 Machine Learning Algorithm Model for Improving Business Decisions Making in Upstream Oil & Gas. 1-5. 2021 Mitigating Malware Threats at Small Medium Enterprise (SME) Organisation: A Review and Framework. 1-6. 2021 Predicting Employee Health Risks using Classification Ensemble Model. 52-58. 2021 Framework Of Malay Intelligent Autonomous Helper (Min@H): Text, Speech And Knowledge Dimension Towards Artificial Wisdom For Future Military Training System. 83-87. 2019 Flood Detection and Warning System (FLoWS). 1-4. 2018 Framework of Knowledge-Based System for United Nations Peacekeeping Operations Using Data Mining Technique. 1-6. 2018 Performance of Wavelength Routed Optical Networks Employing GMPLS-based Control Plane. 1-5. 2018 Semantic-based Social Media Threats Detection. 1-4. 2018 Automatic Artificial Data Generator: Framework and implementation. 56-60. 2016 Discovering “interesting” keyword patterns in Hadith chapter documents. 104-108. 2016 Establishing of knowledge based framework for situational awareness using Nonaka's and Endsley's models. 47-50. 2016 Wind Speed Detection System: Framework and implementation. 61-64. 2016 Context-based Keyword Pattern Cluster Analysis technique on tacit knowledge of military centre of expertise (COE): A preliminary study. 1-5. 2014 Trend cluster analysis using self organizing maps. 80-84. 2014 Generic context ontology modelling: A review and framework. 126-130. 2010