Wenlan Wei, and Zhengchun Shang. “An Empirical Evaluation of Oversampling-Ensemble Interactions Under Varying Imbalance Ratios for Tabular Data Classification”. Artificial Intelligence and Machine Learning Review , vol. 7, no. 2, Apr. 2026, pp. 70-81, https://doi.org/10.69987/AIMLR.2026.70205.