Education

National Tsing Hua University, Taiwan

PhD. Service Science (In progress)

University of Liverpool, UK

M.S. Business Analytics 

New York University, USA

B.S. Business and Technology Management 

Conference Publications

1. 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

2. 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  

3. 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