member of
- Fakulti Sains & Teknologi Pertahanan Lecturer
Close
Zainol, Zuraini
Positions
- Professor Madya, Fakulti Sains & Teknologi Pertahanan
Affiliation
Publications
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
Contact
full name
- Zuraini Zainol
primary email
- zuraini@upnm.edu.my
webpage
Publications in VIVO
Co-author Network
Map of Science
- Contact Info
- Websites