Search results: Sage Journals

Restricted accessResearch articleFirst published February, 2023

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

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published May, 2021

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

Zicheng Wang, Yanrui Sun

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published January, 2016

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

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published May 14, 2019

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

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published November, 2024

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 accessResearch articleFirst 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

Restricted accessResearch articleFirst published February, 2023

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

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published May, 2021

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

Zicheng Wang, Yanrui Sun

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published January, 2016

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

Restricted accessResearch articleFirst published April 18, 2024

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

Restricted accessResearch articleFirst published May 14, 2019

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

Restricted accessResearch articleFirst 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

Restricted accessResearch articleFirst published November, 2024

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 accessResearch articleFirst 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