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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 151–200 of 211 papers

TitleStatusHype
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor—0
Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data—0
Bayesian Imbalanced Regression Debiasing—0
Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models—0
CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification—0
Cold Start Active Learning Strategies in the Context of Imbalanced Classification—0
CopulaSMOTE: A Copula-Based Oversampling Approach for Imbalanced Classification in Diabetes Prediction—0
Counterfactual-based minority oversampling for imbalanced classification—0
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification—0
CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification—0
Dealing with Class Imbalance using Thresholding—0
Deep Differential Amplifier for Extractive Summarization—0
Deep Learning Meets Oversampling: A Learning Framework to Handle Imbalanced Classification—0
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection—0
Deep Synthetic Minority Over-Sampling Technique—0
Distribution Learning Based on Evolutionary Algorithm Assisted Deep Neural Networks for Imbalanced Image Classification—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification—0
Empirical Similarity for Absent Data Generation in Imbalanced Classification—0
Enhancement Encoding: A Novel Imbalanced Classification Approach via Encoding the Training Labels—0
Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform—0
Equity-Directed Bootstrapping: Examples and Analysis—0
Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)—0
Face Detection Using Adaboosted SVM-Based Component Classifier—0
Fast Imbalanced Classification of Healthcare Data with Missing Values—0
Fast Multilevel Support Vector Machines—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
A binary PSO based ensemble under-sampling model for rebalancing imbalanced training data—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
Kernel-Based Enhanced Oversampling Method for Imbalanced Classification—0
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