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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 101–150 of 211 papers

TitleStatusHype
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm—0
Robust performance metrics for imbalanced classification problems—0
Robust Tracking via Weighted Online Extreme Learning Machine—0
Sample-Specific SVM Learning for Person Re-Identification—0
Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence—0
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology—0
Scope Loss for Imbalanced Classification and RL Exploration—0
SCoRe: Submodular Combinatorial Representation Learning—0
Semi-Supervised AUC Optimization based on Positive-Unlabeled Learning—0
Sharp error bounds for imbalanced classification: how many examples in the minority class?—0
SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages—0
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data—0
Stochastic Proximal Algorithms for AUC Maximization—0
Stochastic Proximal AUC Maximization—0
Superensemble Classifier for Improving Predictions in Imbalanced Datasets—0
Tackling Diverse Minorities in Imbalanced Classification—0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression—0
The Unreasonable Effectiveness of the Final Batch Normalization Layer—0
Three-way Imbalanced Learning based on Fuzzy Twin SVM—0
Why does Throwing Away Data Improve Worst-Group Error?—0
Towards Stable Imbalanced Data Classification via Virtual Big Data Projection—0
Tradeoffs in Resampling and Filtering for Imbalanced Classification—0
Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification—0
Transfer Neyman-Pearson Algorithm for Outlier Detection—0
Ultra-imbalanced classification guided by statistical information—0
Under-bagging Nearest Neighbors for Imbalanced Classification—0
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification—0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study—0
White Paper Assistance: A Step Forward Beyond the Shortcut Learning—0
Generative Adversarial Networks for Failure Prediction—0
GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers—0
Graph Neural Network with Curriculum Learning for Imbalanced Node Classification—0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Heterophily-Based Graph Neural Network for Imbalanced Classification—0
Imbalanced classification: a paradigm-based review—0
Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization—0
Imbalanced Classification in Medical Imaging via Regrouping—0
Imbalanced Classification via a Tabular Translation GAN—0
Imbalanced Classification via Explicit Gradient Learning From Augmented Data—0
Importance Tempering: Group Robustness for Overparameterized Models—0
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study—0
Improving Multi-class Classifier Using Likelihood Ratio Estimation with Regularization—0
Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering—0
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining—0
Improving the Robustness of Federated Learning for Severely Imbalanced Datasets—0
Influence of Resampling on Accuracy of Imbalanced Classification—0
Infrequent adverse event prediction in low carbon energy production using machine learning—0
Instance-based entropy fuzzy support vector machine for imbalanced data—0
Iterative Nearest Neighborhood Oversampling in Semisupervised Learning from Imbalanced Data—0
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification—0
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