{"total":17,"rows":[{"id":"2105.02340","title":"DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data","created":"2021-05-05","cited_by_count":64,"area":null},{"id":"2207.05471","title":"Uncertainty-Aware Learning Against Label Noise on Imbalanced Datasets","created":"2022-07-12","cited_by_count":28,"area":null},{"id":"2107.11508","title":"Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions","created":"2021-07-24","cited_by_count":21,"area":null},{"id":"2105.04014","title":"DiagSet: a dataset for prostate cancer histopathological image classification","created":"2021-05-09","cited_by_count":13,"area":null},{"id":"2207.06080","title":"Efficient Augmentation for Imbalanced Deep Learning","created":"2022-07-13","cited_by_count":6,"area":null},{"id":"2111.12791","title":"Handling Inter-class and Intra-class Imbalance in Class-imbalanced Learning","created":"2021-11-24","cited_by_count":5,"area":null},{"id":"2105.04009","title":"RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification","created":"2021-05-09","cited_by_count":4,"area":null},{"id":"2403.02690","title":"Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning","created":"2024-03-05","cited_by_count":4,"area":null},{"id":"2410.21346","title":"Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach","created":"2024-10-28","cited_by_count":4,"area":null},{"id":"2201.03957","title":"Multi-granularity Relabeled Under-sampling Algorithm for Imbalanced Data","created":"2022-01-11","cited_by_count":1,"area":null},{"id":"2504.14800","title":"A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions","created":"2025-04-21","cited_by_count":1,"area":null},{"id":"2109.09020","title":"Multimodal Classification: Current Landscape, Taxonomy and Future Directions","created":"2021-09-18","cited_by_count":0,"area":null},{"id":"2111.14120","title":"Imbalanced data preprocessing techniques utilizing local data characteristics","created":"2021-11-28","cited_by_count":0,"area":null},{"id":"2402.09897","title":"COVIDHealth: A Benchmark Twitter Dataset and Machine Learning based Web Application for Classifying COVID-19 Discussions","created":"2024-02-15","cited_by_count":0,"area":null},{"id":"2507.02903","title":"Harnessing Near-Infrared Spectroscopy and Machine Learning for Traceable Classification of Hanwoo and Holstein Beef","created":"2025-06-24","cited_by_count":0,"area":null},{"id":"2507.06092","title":"Taming Data Challenges in ML-based Security Tasks Using Generative AI","created":"2025-07-08","cited_by_count":0,"area":null},{"id":"2602.20199","title":"IMOVNO+: A Regional Partitioning and Meta-Heuristic Ensemble Framework for Imbalanced Multi-Class Learning","created":"2026-02-22","cited_by_count":0,"area":null}],"next_cursor":null}