JOURNAL ARTICLE
A cluster-based oversampling algorithm combining SMOTE and k-means for imbalanced medical data
Zhaozhao XuDerong ShenTiezheng NieYue KouNan YinHan Xi
Year: 2021 Journal: Information Sciences Vol: 572 Pages: 574-589 Publisher: Elsevier BV
Keywords:
Oversampling Computer science Cluster (spacecraft) Data mining Algorithm Artificial intelligence
Metrics
193
Cited By
20.18
FWCI (Field Weighted Citation Impact)
40
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Imbalanced Data Classification Techniques
Physical Sciences → Computer Science → Artificial Intelligence
Artificial Intelligence in Healthcare
Health Sciences → Health Professions → Health Information Management
Medical Coding and Health Information
Health Sciences → Health Professions → Health Information Management
Related Documents
JOURNAL ARTICLE
K-Means Cluster Based Oversampling Algorithm for Imbalanced Data Classification
Ms. S. Santha SubbulaxmiG. Arumugam
Journal: International Journal of Recent Technology and Engineering (IJRTE) Year: 2020 Vol: 8 (5)Pages: 3436-3440
JOURNAL ARTICLE
An Oversampling Algorithm combining SMOTE and RF for Imbalanced Medical Data
Journal: International Journal for Research in Applied Science and Engineering Technology Year: 2023 Vol: 11 (6)Pages: 2429-2434
JOURNAL ARTICLE
Imbalanced Data Optimization Combining K-Means and SMOTE
Journal: International Journal of Performability Engineering Year: 2019 Vol: 15 (8)Pages: 2173-2173
JOURNAL ARTICLE
An Improved Oversampling Method for imbalanced Data–SMOTE Based on Canopy and K-means
Chaoyou GuoYankun MaZhe XuMengmeng CaoYao Qian
Year: 2019 Pages: 1467-1469
JOURNAL ARTICLE
KHOI-SMOTE: an efficient oversampling technique based on k-means clustering and h-outlyingness index for imbalanced medical data
Xiaoying LiuSilei XieJiangtao YangShengnan WuMengmeng DuYuan JiHong ZhengHuiping AnWei ZhouHuijing LvGuofu JiQin YangLu XuYongxing ChenYanling Yang
Journal: Neurocomputing Year: 2026 Pages: 132643-132643