Education
National Tsing Hua University, Taiwan
PhD. Service Science (In progress)
University of Liverpool, UK
New York University, USA
Conference Publications
Bobea, M; Park, S; Flanagan, B; and Tse Lu, H. (2023) Improving the Prediction Accuracy of Student Performance in a Cross-Semester Scenario Utilizing a Domain Adaptation Approach The 13th International Learning Analytics and Knowledge Conference - Accepted
Li, A; Li, M; Bobea, M; Huang, A; Yang, S; Lu, O (2023) Analyzing Student Programming Propensity with SHAP to Classify Future Performance The 13th International Learning Analytics and Knowledge Conference - Accepted
Bobea, M., Shu, W.S. (2022) Can We Apply Traditional Forecasting Models to Predicting Bitcoin? In: Qiu, R., Chan, W.K.V., Chen, W., Badr, Y., Zhang, C. (eds) City, Society, and Digital Transformation. INFORMS-CSS 2022. Lecture Notes in Operations Research. Springer, Cham. https://doi.org/10.1007/978-3-031-15644-1_9
Research Assistantships
NTHU - Inst. of Service Science | Spring 2023
• TBD
NCCU - Dept. of International College of Innovation | Fall 2022
• Applied newly developed DAPCA data mining methodologies to enchance machine learning analysis in the field of learning analytics
NCCU - Dept. of Manament Information Systems | Spring 2022
• Expanded system dynamic models in context of optimizing Intel's chip production