2024. Classification Modeling with RNN-based, Random Forest, and XGBoost for Imbalanced Data: A Case of Early Crash Detection in ASEAN-5 Stock Markets. Scientific Journal of Informatics. 11, 3 (Aug. 2024), 569–582. DOI:https://doi.org/10.15294/sji.v11i3.4067.