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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 151–175 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
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