A Hybrid Approach for Predicting Corporate Financial Risk: Integrating SMOTE-ENN and NGBoost

The financial condition of an enterprise is a critical factor in determining its viability and long-term prospects, and it also directly affects the interests of stakeholders such as investors and creditors. So extra attention is needed to evaluate and forecast the financial risk of an enterprise. T...

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Veröffentlicht in:	IEEE access 2023, Vol.11, p.111106-111125
Hauptverfasser:	Zhu, Yikun, Hu, Yanrong, Liu, Qingyang, Liu, Hongjiu, Ma, Chunxin, Yin, Jianxin
Format:	Artikel
Sprache:	eng
Schlagworte:	Cluster analysis Clustering Data models Enterprise resource planning Financial management Financial risk Gradient methods listed company natural gradient boosting Prediction models Profitability Risk assessment Risk management Sampling methods SMOTE-ENN
Online-Zugang:	Volltext
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