Geometric SMOTE for regression

2022/01/03 by Luís Camacho, Georgios Douzas, Fernando Bacao +1 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Imbalanced Data Classification Techniques #Machine Learning and Data Classification

paper · doi:10.1016/j.eswa.2021.116387

openalex publication_date 2022/01/03 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30

Citations

• Stochastic gradient boosting
• Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced\n Datasets in Machine Learning
• Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

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• Disentangled Deep Smoothed Bootstrap for Fair Imbalanced Regression
• Regression Augmentation With Data-Driven Segmentation