Artitayaporn Rojarath, Ph.D.
Department of Information Technology, Faculty of Informatics, Mahasarakham University, Thailand
Courses
Bachelor’s courses in the Information Technology program, Department of Information Technology, Faculty of Informatics, Mahasarakham University, Thailand
Data Science for Business
Business data management techniques; data evaluation for business decisions; forecasting; business decision support application; business analytics tools
Data Mining
Introduction of data mining; concepts of data mining; data mining processes; data mining techniques; analysis and measurement; development of data mining applications for related tasks
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Mathematics and Statistics for Information Technology
Logic; inductive proof; grouping; graph theory; probability; sampling; estimation; hypothesis testing; correlation analysis and regression
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Software Engineering
Introduction of software engineering; software development processes; project management, cost estimation, requirement engineering, software analysis design and architecture design; software development; user interface design, testing, usage, maintenance, quality management, and process improvement
Data Science
Data Science; data collection; data problem analysis; building and using models; tuning model; development of data science applications for related tasks
Recent Publications
Recent Publications
- Rojarath, A., Songpan, W., Okafor, E., &Surinta, O. (2025). Enhancing Personality Characteristics Analysis with SMOTE and Association Rule Mining: A Case Study on Introverts and Extroverts, ICIC Express Letters, 19(6), 2025. (Accepted)
- Rojarath, A., Jantama, T., Srirat, W., Mookpakdee, N., khumwiso, K., & Surinta, O.(2024). Factors analysis affecting stroke disease using association rules. Journal of Science and Technology Mahasakham University, 43(3), 206-222. (TCI 1) [In Thai]
- Rojarath, A., & Songpan, W. (2021). Cost-sensitive probability for weighted voting in an ensemble model for multi-class classification problems. Applied Intelligence, 51(7), 4908–4932. https://doi.org/10.1007/s10489-020-02106-3
“Never give up”
Artitayaporn Rojarath
Lecturer