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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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Research article

First published 2025-3

Interaction effect between data discretization and data resampling for class-imbalanced medical datasets

Min-Wei Huang, Chih-Fong Tsai, Wei-Chao Lin [...]

Technology and Health Care

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Research article

First published 2026

Optimization of the UEFA Champions League qualification prediction model: Utilizing machine learning and SHAP method

Jisuk Chang, Minsoo Jeon

Proceedings of the Institution of Mechanical Engineers,Part P: Journal of Sports Engineering and Technology

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Research article

First published 2024

Development of a non-invasive Covid-19 detection framework using explainable AI and data augmentation 1

Aashitha L. Shamma, Susmitha Vekkot, Deepa Gupta [...]

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

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Research article

First published 2024-6-7

Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system

Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2023

Efficient Fusion Decision System for Predicting Road Crash Events: A Comparative Simulator Study for Imbalance Class Handling

Zouhair Elamrani Abou Elassad, Mohammed Ameksa, Dauha Elamrani Abou Elassad [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-10-24

An advancement in AdaSyn for imbalanced learning: An application to fraud detection in digital transactions

Chandana Gouri Tekkali, Karthika Natarajan

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

Open access

Research article

First published 2021

Dr. Answer AI for Prostate Cancer: Predicting Biochemical Recurrence Following Radical Prostatectomy

Jihwan Park, Mi Jung Rho, Hyong Woo Moon [...]

Technology in Cancer Research & Treatment

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Research article

First published 2025-11

State monitoring of brake uneven wear in high-speed train based on multi-source feature fusion

Min Zhang, Wenxin Xu, Jiamin Li [...]

Structural Health Monitoring

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Research article

First published 2022-06-09

Classification of imbalanced medical data: An empirical study of machine learning approaches

Shikha Mundra, Shounak Vijay, Ankit Mundra [...]

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

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