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Research article

First published 2021-5

Optimization of SMOTE for imbalanced data based on AdaRBFNN and hybrid metaheuristics

Zicheng Wang, Yanrui Sun

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-2

Synthetic Minority Over-sampling Technique (SMOTE) for handling imbalanced data in poverty classification

Firza Refo Adi Pratama, Siskarossa Ika Oktora

Statistical Journal of the IAOS

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Research article

First published 2024-04-18

Imbalance data: The application of RUS FCM K-RBFNN Smote with XGBoost in the elderly well-being identification

Gan Liu, Guirong Qi, Sanyu Wan

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

An adaptive oversampling method WRM-SMOTE for credit card fraud imbalanced datasets

Shivani Goswami, Anil Kumar Singh

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-05-14

Deterministic oversampling methods based on SMOTE

Fredy Rodriguez-Torres, Jesús A. Carrasco-Ochoa, José Fco. Martínez-Trinidad

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2016-1

The Impact of Oversampling with SMOTE on the Performance of 3 Classifiers in Prediction of Type 2 Diabetes

Azra Ramezankhani, Omid Pournik, Jamal Shahrabi [...]

Medical Decision Making

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Research article

First published 2024-04-18

Classification of high-dimensional imbalanced biomedical data based on spectral clustering SMOTE and marine predators algorithm

Xiwen Qin, Siqi Zhang, Xiaogang Dong [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

Explainable machine learning with SMOTE for predictive maintenance of ship engines

Fouzi Harrou, Abdelhakim Dorbane, Ying Sun

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2024-11

SMOTE for enhancing Tunisian Hate Speech detection on social media with machine learning

Salwa Gasmi, Anis Mezghani, Monji Kherallah

International Journal of Hybrid Intelligent Systems

Open access

Research article

First published 2024

Attention-assisted hybrid CNN-BILSTM-BiGRU model with SMOTE–Tomek method to detect cardiac arrhythmia based on 12 - lead electrocardiogram signals

Sara Chopannejad, Arash Roshanpoor, Farahnaz Sadoughi

DIGITAL HEALTH

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