☎：03-4227151 ext. 66525

📬：cftsai@mgt.ncu.edu.tw

Education Background

英國桑德蘭大學 資訊系統系 博士

Research Field

Multimedia Information

Data Mining

Artificial Intelligence

Research Project

1. 探討數值離散化與資料淨化技術之交互影響：以特徵選取、案例篩選與遺漏值填補為例(2022)

Periodical Article

1. Liang, D., Tsai, C.-F.*, Lu, H.-Y., and Chang, L.-S. (2020) Combining Corporate Governance Indicators with Stacking Ensembles for Financial Distress Prediction. Journal of Business Research, Special Issue on Artificial Intelligence and Robotics, vol. 120, pp. 137-146. (SSCI)

2. Chen, C.-W., Tsai, C.-F., Tsai, Y.-H., Wu, Y.-C., and Chang, F.-R.* (2020) Association Rule Mining for the Ordered Placement of Traditional Chinese Medicine Containers: An Experimental Study. Medicine, vol. 99, no. 18, e20090. (SCI)

3. Liu, C.-H., Tsai, C.-F., Sue, K.-L., and Huang, M.-W.* (2020) The Feature Selection Effect on Missing Value Imputation of Medical Datasets. Applied Sciences, vol. 10, pp. 2344-2355. (SCI) (MOST 103-2410-H-008-034-MY2)

4. Lin, W.-C., Lu, Y.-H., and Tsai, C.-F.* (2019) Feature Selection in Single and Ensemble Learning-Based Bankruptcy Prediction Models. Expert Systems, vol. 36, no. 1, pp. 1-8. (SCI)

5. Huang, M.-W., Lin, W.-C.*, and Tsai, C.-F. (2018) Outlier Removal in Model-Based Missing Value Imputation for Medical Datasets. Journal of Healthcare Engineering, Special Issue on Artificial Intelligence in Medical Applications, vol. 2018, Article ID 1817479. (SCI)