A Kernel Clustering-Based Possibilistic Fuzzy Extreme Learning Machine for Class Imbalance Learning

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations

Computing, Computer Science, Data Science +17

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2009 · 1.9K citations

Computing, Computer Science, Data Mining +15

Fuzzy support vector machines

Chun-Fu Lin, Sheng‐De Wang · IEEE Transactions on Neural Networks · 2002 · 1.5K citations

Computing, Computer Science, Data Mining +9

Weighted extreme learning machine for imbalance learning

Weiwei Zong, Guang-Bin Huang, Yiqiang Chen · Neurocomputing · 2012 · 740 citations

Computing, Computer Science, Artificial Intelligence +13

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada et al. · Neural Networks · 2007 · 729 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17