Survey of Research on SMOTE Type Algorithms by WANG Xiaoxia, LI Leixiao, LIN Hao

Subjects: “…unbalanced data; synthetic minority oversampling technique (smote); oversampling; supervised learning…”
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A stacked ensemble approach with resampling techniques for highly effective fraud detection in imbalanced datasets by Idongesit E. Eteng, Udeze L. Chinedu, Ayei E. Ibor

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Data-Driven Approach for Intelligent Classification of Tunnel Surrounding Rock Using Integrated Fractal and Machine Learning Methods by Junjie Ma, Tianbin Li, Roohollah Shirani Faradonbeh, Mostafa Sharifzadeh, Jianfeng Wang, Yuyang Huang, Chunchi Ma, Feng Peng, Hang Zhang

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A Wearable Inertial Sensor Approach for Locomotion and Localization Recognition on Physical Activity by Danyal Khan, Naif Al Mudawi, Maha Abdelhaq, Abdulwahab Alazeb, Saud S. Alotaibi, Asaad Algarni, Ahmad Jalal

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Comprehensive Evaluation of Bankruptcy Prediction in Taiwanese Firms Using Multiple Machine Learning Models by Hung V. Pham, Tuan Chu, Tuan M. Le, Hieu M. Tran, Huong T.K. Tran, Khanh N. Yen, Son V. T. Dao

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Colorectal cancer prognosis based on dietary pattern using synthetic minority oversampling technique with K-nearest neighbors approach by S. Thanga Prasath, C. Navaneethan

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Developing a Predictive Model for Depressive Disorders Using Stacking Ensemble and Naive Bayesian Nomogram: Using Samples Representing South Korea by Haewon Byeon

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IMPROVING STUDENTS PERFORMANCE PREDICTION USING MACHINE LEARNING AND SYNTHETIC MINORITY OVERSAMPLING TECHNIQUE by Nibras Z. Salih, Walaa Khalaf

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Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning by Shaokang Hou, Yaoru Liu, Qiang Yang

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Soft ground tunnel lithology classification using clustering-guided light gradient boosting machine by Kursat Kilic, Hajime Ikeda, Tsuyoshi Adachi, Youhei Kawamura

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Permuted KPCA and SMOTE to Guide GAN-Based Oversampling for Imbalanced HSI Classification by Tajul Miftahushudur, Bruce Grieve, Hujun Yin

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Detection of UAV GPS Spoofing Attacks Using a Stacked Ensemble Method by Ting Ma, Xiaofeng Zhang, Zhexin Miao

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