Application of KM-SMOTE for rockburst intelligent prediction

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Alberto Fernández, Salvador García, Francisco Herrera et al. · Journal of Artificial Intelligence Research · 2018 · 2.1K citations · Full text

Computing, Computer Science, Big Data Analytics +15

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

Georgios Douzas, Fernando Bação, Felix Last · Information Sciences · 2018 · 1.2K citations · Full text

Computing, Data Science, Data Mining +11

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Sukarna Barua, Md. Monirul Islam, Xin Yao et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 1.1K citations

Computing, Computer Science, Data Mining +14

SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering

José A. Sáez, Julián Luengo, Jerzy Stefanowski et al. · Information Sciences · 2014 · 619 citations

Computing, Computer Science, Machine Learning +16