Standout Papers

Improving imbalanced learning through a heuristic oversampling method based on k-means and ... 2017 2026 2020 2023 661
  1. Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE (2018)
    Georgios Douzas, Fernando Bação et al. Information Sciences
  2. Effective data generation for imbalanced learning using conditional generative adversarial networks (2017)
    Georgios Douzas, Fernando Bação Expert Systems with Applications

Immediate Impact

53 standout
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Citing Papers

MSIFT: A novel end-to-end mechanical fault diagnosis framework under limited & imbalanced data using multi-source information fusion
2025 Standout
Alzheimer’s Disease Detection Using Deep Learning on Neuroimaging: A Systematic Review
2024 Standout
2 intermediate papers

Works of Georgios Douzas being referenced

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE
2018 Standout
Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning
2017

Author Peers

Author Last Decade Papers Cites
Georgios Douzas 1039 200 113 390 12 1.5k
Mingyun Gu 963 119 77 275 10 1.7k
Zhihua Zhou 1179 439 68 328 14 1.8k
Chris Seiffert 960 158 69 336 8 1.5k
Jason Van Hulse 1254 229 83 397 25 2.0k
Yanmin Sun 1216 214 70 325 4 1.9k
Bing Gong 968 125 75 480 41 2.1k
Wei‐Chao Lin 1065 239 62 357 45 2.0k
Amri Napolitano 1100 204 76 357 36 1.8k
Justin Johnson 833 276 79 156 20 1.7k
José A. Sáez 1245 236 56 270 40 1.7k

All Works

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2026