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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 201–211 of 211 papers

TitleStatusHype
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
Latent Preserving Generative Adversarial Network for Imbalance classificationCode0
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap ClassCode0
A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion ScenariosCode0
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable ObjectivesCode0
An Empirical Analysis of the Efficacy of Different Sampling Techniques for Imbalanced ClassificationCode0
Lightweight Transducer Based on Frame-Level CriterionCode0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
LSH-DynED: A Dynamic Ensemble Framework with LSH-Based Undersampling for Evolving Multi-Class Imbalanced ClassificationCode0
Convex space learning for tabular synthetic data generationCode0
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