Concepedia
Information Sciences · 2018 · 26 citations · 36 references
ComputingData ScienceData MiningMachine LearningAsymmetric InformationClassificationEnsemble MethodsEntropyInformation AsymmetryClass ImbalanceEntropy-based ClassificationImbalanced Classification
36
Practical optimization
Reuven R. Levary · European Journal of Operational Research · 1982 · 4.2K citations
A study of the behavior of several methods for balancing machine learning training data
Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations
Computing, Computer Science, Data Mining +10
Learning from imbalanced data: open challenges and future directions
Bartosz Krawczyk · Progress in Artificial Intelligence · 2016 · 2.4K citations · Full text
Computing, Computer Science, Big Data Analytics +15
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo et al. · 2011 · 2.4K citations
Computing, Bioinformatics, Computer Science +14
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations
Computing, Computer Science, Data Science +17