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Suduan Chen

Publications (2)

Financial Distress Prediction Using Hybrid Machine Learning Techniques

Suduan Chen & Zong-De Shen · Asian Journal of Economics, Business and Accounting · 2020

The purpose of this study is to establish an effective financial distress prediction model by applying hybrid machine learning techniques. The sample set is 262 financially distressed companies and 786 non-financially distressed companies, listed on the Taiwan Stock Exchange betw...

Open access Research Article 10.9734/ajeba/2020/v16i230231

An Effective Enterprise Earnings Management Detection Model for Capital Market Development

Suduan Chen & Zong-De Shen · Journal of Economics, Management and Trade · 2020

This study focuses on accrual-based earnings management. The purpose of this study is to establish an innovative and high-accuracy model for detecting earnings management using hybrid machine learning methods integrating stepwise regression, elastic net, logistic regression (Logi...

Open access Research Article 10.9734/jemt/2020/v26i430250