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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 51–100 of 211 papers

TitleStatusHype
Instance-based entropy fuzzy support vector machine for imbalanced data—0
An Oversampling-enhanced Multi-class Imbalanced Classification Framework for Patient Health Status Prediction Using Patient-reported Outcomes—0
CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification—0
ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification—0
Dealing with Class Imbalance using Thresholding—0
Iterative Nearest Neighborhood Oversampling in Semisupervised Learning from Imbalanced Data—0
Deep Differential Amplifier for Extractive Summarization—0
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification—0
Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models—0
Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin—0
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
Improving the Robustness of Federated Learning for Severely Imbalanced Datasets—0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification—0
Influence of Resampling on Accuracy of Imbalanced Classification—0
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study—0
Adversarial Classifier for Imbalanced Problems—0
Improving Multi-class Classifier Using Likelihood Ratio Estimation with Regularization—0
Infrequent adverse event prediction in low carbon energy production using machine learning—0
Kernel-Based Enhanced Oversampling Method for Imbalanced Classification—0
Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices—0
Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
Equity-Directed Bootstrapping: Examples and Analysis—0
Bayesian Imbalanced Regression Debiasing—0
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis—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
Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
A Cost-Sensitive Deep Belief Network for Imbalanced Classification—0
Enhancement Encoding: A Novel Imbalanced Classification Approach via Encoding the Training Labels—0
Achieving Linear Speedup in Decentralized Stochastic Compositional Minimax Optimization—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
Generative Adversarial Networks for Failure Prediction—0
Empirical Similarity for Absent Data Generation in Imbalanced Classification—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
CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification—0
Cold Start Active Learning Strategies in the Context of Imbalanced Classification—0
Heterophily-Based Graph Neural Network for Imbalanced Classification—0
Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data—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
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