Adaptation Proposed Methods for Handling Imbalanced Datasets based on Over-Sampling Technique by Liqaa M. Shoohi, Jamila H. Saud

Subjects: “…imbalanced datasets, o.s., smote, borderline-smote, adasyn.…”
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An Improved CatBoost-Based Classification Model for Ecological Suitability of Blueberries by Wenfeng Chang, Xiao Wang, Jing Yang, Tao Qin

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Borderline SMOTE Algorithm and Feature Selection-Based Network Anomalies Detection Strategy by Yong Sun, Huakun Que, Qianqian Cai, Jingming Zhao, Jingru Li, Zhengmin Kong, Shuai Wang

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Classification Models of Action Research Arm Test Activities in Post-Stroke Patients Based on Human Hand Motion by Jesus Fernando Padilla-Magaña, Esteban Peña-Pitarch

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The Development of Symbolic Expressions for the Detection of Hepatitis C Patients and the Disease Progression from Blood Parameters Using Genetic Programming-Symbolic Classificatio... by Nikola Anđelić, Ivan Lorencin, Sandi Baressi Šegota, Zlatan Car

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Development and Validation of Predictors for the Survival of Patients With COVID-19 Based on Machine Learning by Yongfeng Zhao, Yongfeng Zhao, Qianjun Chen, Qianjun Chen, Tao Liu, Ping Luo, Yi Zhou, Minghui Liu, Bei Xiong, Fuling Zhou

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Credit risk assessment mechanism of personal auto loan based on PSO-XGBoost Model by Congjun Rao, Ying Liu, Mark Goh

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Biased support vector machine and weighted-smote in handling class imbalance problem by Hartono Hartono, Opim Salim Sitompul, Tulus Tulus, Erna Budhiarti Nababan

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Improvement of P300-Based Brain–Computer Interfaces for Home Appliances Control by Data Balancing Techniques by Taejun Lee, Minju Kim, Sung-Phil Kim

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Hybrid Undersampling and Oversampling for Handling Imbalanced Credit Card Data by Maram Alamri, Mourad Ykhlef

Subjects: “…Borderline SMOTE…”
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Research on a Fault Diagnosis Method for the Braking Control System of an Electric Multiple Unit Based on Deep Learning Integration by Yueheng Wang, Haixiang Lin, Dong Li, Jijin Bao, Nana Hu

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Effect of De-noising by Wavelet Filtering and Data Augmentation by Borderline SMOTE on the Classification of Imbalanced Datasets of Pig Behavior by Min Jin, Chunguang Wang, Dan Børge Jensen

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A Light Gradient-Boosting Machine algorithm with Tree-Structured Parzen Estimator for breast cancer diagnosis by Temidayo Oluwatosin Omotehinwa, David Opeoluwa Oyewola, Emmanuel Gbenga Dada

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A Comparison of Re-Sampling Techniques for Detection of Multi-Step Attacks on Deep Learning Models by Muhammad Hassan Jamal, Naila Naz, Muazzam A. Khan Khattak, Faisal Saeed, Saad Nasser Altamimi, Sultan Noman Qasem

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