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Citing cluster-over-sampling¶
If you use cluster-over-sampling in a scientific publication, we would appreciate citations to any of the following papers:
@article{Douzas2017,
doi = {10.1016/j.eswa.2017.03.073},
url = {https://doi.org/10.1016/j.eswa.2017.03.073},
year = {2017},
month = oct,
publisher = {Elsevier {BV}},
volume = {82},
pages = {40--52},
author = {Georgios Douzas and Fernando Bacao},
title = {Self-Organizing Map Oversampling ({SOMO}) for imbalanced data set learning},
journal = {Expert Systems with Applications}
}
@article{Douzas2018,
doi = {10.1016/j.ins.2018.06.056},
url = {https://doi.org/10.1016/j.ins.2018.06.056},
year = {2018},
month = oct,
publisher = {Elsevier {BV}},
volume = {465},
pages = {1--20},
author = {Georgios Douzas and Fernando Bacao and Felix Last},
title = {Improving imbalanced learning through a heuristic oversampling method based on k-means and {SMOTE}},
journal = {Information Sciences}
}