For: | Alkhawaldeh IM, Albalkhi I, Naswhan AJ. Challenges and limitations of synthetic minority oversampling techniques in machine learning. World J Methodol 2023; 13(5): 373-378 [PMID: 38229946 DOI: 10.5662/wjm.v13.i5.373] |
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URL: | https://www.wjgnet.com/2222-0682/full/v13/i5/373.htm |
Number | Citing Articles |
1 |
Zahra Mohammadi-Pirouz, Karimollah Hajian-Tilaki, Mahmoud Sadeghi Haddat-Zavareh, Abazar Amoozadeh, Shabnam Bahrami. Development of decision tree classification algorithms in predicting mortality of COVID-19 patients. International Journal of Emergency Medicine 2024; 17(1) doi: 10.1186/s12245-024-00681-7
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2 |
Siyu Chen, Jinwen Zheng, Jinying Li. The Impact of Sample Size after Sampling on the Accuracy of Machine Learning Models. 2024 International Conference on Computers, Information Processing and Advanced Education (CIPAE) 2024; : 61 doi: 10.1109/CIPAE64326.2024.00017
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3 |
Damian Mikulski, Marcin Kamil Kędzior, Grzegorz Mirocha, Katarzyna Jerzmanowska-Piechota, Żaneta Witas, Łukasz Woźniak, Magdalena Pawlak, Kacper Kościelny, Michał Kośny, Paweł Robak, Aleksandra Gołos, Tadeusz Robak, Wojciech Fendler, Joanna Góra-Tybor. Predictors and Profile of Severe Infectious Complications in Multiple Myeloma Patients Treated with Daratumumab-Based Regimens: A Machine Learning Model for Pneumonia Risk. Cancers 2024; 16(21): 3709 doi: 10.3390/cancers16213709
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4 |
Aditya Bhattacharya, Simone Stumpf, Katrien Verbert. Representation Debiasing of Generated Data Involving Domain Experts. Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization 2024; : 516 doi: 10.1145/3631700.3664910
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5 |
Performance Analysis of Facial Expression Recognition by Using Geometry Augmentation and Random Oversampling for CNN Model. 2024 10th International Conference on Smart Computing and Communication (ICSCC) 2024; : 614 doi: 10.1109/ICSCC62041.2024.10690584
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6 |
Prashanth S. Javali, Ashish Kumar, Subhajit Sarkar, R. Sree Varshini, D. Jose Mathew, Kavitha Thirumurugan. . Advances in Pharmacology 2025; doi: 10.1016/bs.apha.2025.01.017
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7 |
Siyi Yuan, Song Xu, Xiao Lu, Xiangyu Chen, Yao Wang, Renyi Bao, Yunbo Sun, Xiongjian Xiao, Longxiang Su, Yun Long, Linfeng Li, Huaiwu He. A privacy-preserving platform oriented medical healthcare and its application in identifying patients with candidemia. Scientific Reports 2024; 14(1) doi: 10.1038/s41598-024-66596-8
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8 |
Kaliprasanna Swain, Tan Kuan Tak, Kamal Upreti, Pravin R Kshirsagar, Sivaneasan Bala Krishnan, Ramesh Chandra Poonia, Sumya Ranjan Nayak, Mihir Narayan Mohanty. Enhancing Stroke Prediction Using LightGBM With SMOTE-ENN and Fine-Tuning: A Comprehensive Analysis. Cureus Journal of Computer Science 2024; doi: 10.7759/s44389-024-02268-y
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9 |
Penglu Yang, Bin Yang, Sameena Naaz. Development and validation of predictive models for diabetic retinopathy using machine learning. PLOS ONE 2025; 20(2): e0318226 doi: 10.1371/journal.pone.0318226
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10 |
Lidan Liu, Bo Liu, Ming Liao, Qiuying Gan, Qianyi Huang, Yihua Yang. Identifying key predictive features for live birth rate in advanced maternal age patients undergoing single vitrified-warmed blastocyst transfer. Reproductive Biology and Endocrinology 2024; 22(1) doi: 10.1186/s12958-024-01295-7
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11 |
Manuel Sigle, Wenke Faller, Diana Heurich, Monika Zdanyte, Robert Wunderlich, Meinrad Gawaz, Karin Anne Lydia Müller, Andreas Goldschmied. Machine learning predicts emergency physician specialties from treatment strategies for patients suspected of myocardial infarction. International Journal of Cardiology 2024; 413: 132332 doi: 10.1016/j.ijcard.2024.132332
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12 |
Michael Peng, Elisheva R. Stern, Hanwen Hu. Forecasting China bond default with severe class-imbalanced data: A simple learning model with causal inference. Economic Modelling 2025; 144: 106985 doi: 10.1016/j.econmod.2024.106985
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13 |
Muhammad Nazim Razali, Nureize Arbaiy, Pei-Chun Lin, Syafikrudin Ismail. Optimizing Multiclass Classification Using Convolutional Neural Networks with Class Weights and Early Stopping for Imbalanced Datasets. Electronics 2025; 14(4): 705 doi: 10.3390/electronics14040705
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14 |
Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin. A Survey of Methods for Addressing Imbalance Data Problems in Agriculture Applications. Remote Sensing 2025; 17(3): 454 doi: 10.3390/rs17030454
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