A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera. A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches. IEEE Transactions on Systems, Man, and Cybernetics, Part A, 42(4):463-484, 2012. [doi]

@article{GalarFTSH12,
  title = {A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches},
  author = {Mikel Galar and Alberto Fernández and Edurne Barrenechea Tartas and Humberto Bustince Sola and Francisco Herrera},
  year = {2012},
  doi = {10.1109/TSMCC.2011.2161285},
  url = {http://dx.doi.org/10.1109/TSMCC.2011.2161285},
  researchr = {https://researchr.org/publication/GalarFTSH12},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part A},
  volume = {42},
  number = {4},
  pages = {463-484},
}