Evaluating XGBoost for Balanced and Imbalanced Data: Application to Fraud Detection. - Gissel Velarde; Anindya Sudhir; Sanjay Deshmane; Anuj Deshmunkh; Khushboo Sharma; Vaibhav Joshi (CoRR, 2023)

Tree boosting methods for balanced and imbalanced classification and their robustness over time in risk assessment. - Gissel Velarde; Michael Weichert; Anuj Deshmunkh; Sanjay Deshmane; Anindya Sudhir; Khushboo Sharma; Vaibhav Joshi (Intell. Syst. Appl., 2024)

Tree Boosting Methods for Balanced andImbalanced Classification and their Robustness Over Time in Risk Assessment. - Gissel Velarde; Michael Weichert; Anuj Deshmunkh; Sanjay Deshmane; Anindya Sudhir; Khushboo Sharma; Vaibhav Joshi (CoRR, 2025)