Citing scikit-FIBERS

If you use scikit-FIBERS in a scientific publication, please consider citing the following paper as well as noting the release applied within the manuscript.

The most recent release (Beta 2.1.0) is associated with a manuscript currently in preparation. Other scikit-FIBERS relevant citations are included below.

scikit-FIBERS Methods Papers

Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification. Harsh Bandhey, Sphia Sadek, Malek Kamoun, Ryan J. Urbanowicz (2024).

BibTeX entry:

@inproceedings{bandhey2024evolutionary,
  title={Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification},
  author={Bandhey, Harsh and Sadek, Sphia and Kamoun, Malek and Urbanowicz, Ryan},
  booktitle={International Conference on the Applications of Evolutionary Computation (Part of EvoStar)},
  pages={225--239},
  year={2024},
  organization={Springer}
}

HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm. Satvik Dasariraju, Loren Gragert, Grace Wager, Nicholas Brown, Malek Kamoun, Ryan J. Urbanowicz (2023). BibTeX entry:

@article{dasariraju2023hla,
  title={HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm},
  author={Dasariraju, Satvik and Gragert, Loren and Wager, Grace L and McCullough, Keith and Brown, Nicholas K and Kamoun, Malek and Urbanowicz, Ryan J},
  journal={Journal of biomedical informatics},
  volume={142},
  pages={104374},
  year={2023},
  publisher={Elsevier}
}

Scikit-FIBERS: An ‘OR’-Rule Discovery Evolutionary Algorithm for Risk Stratification in Right-Censored Survival Analyses. Harsh Bandhey, Nolan Fogarty, Yi-An Hsieh, Malek Kamoun, Ryan J. Urbanowicz (2023).

BibTeX entry:

@inproceedings{urbanowicz2023scikit,
  title={Scikit-FIBERS: An'OR'-Rule Discovery Evolutionary Algorithm for Risk Stratification in Right-Censored Survival Analyses},
  author={Urbanowicz, Ryan and Bandhey, Harsh and Kamoun, Malek and Fogarty, Nolan and Hsieh, Yi-An},
  booktitle={Proceedings of the Companion Conference on Genetic and Evolutionary Computation},
  pages={1846--1854},
  year={2023}
}

Other scikit-FIBERS Related Research

RARE: evolutionary feature engineering for rare-variant bin discovery.. Satvik Dasariraju, Ryan J. Urbanowicz (2021).

BibTeX entry:

@inproceedings{dasariraju2021rare,
  title={RARE: evolutionary feature engineering for rare-variant bin discovery},
  author={Dasariraju, Satvik and Urbanowicz, Ryan J},
  booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  pages={1335--1343},
  year={2021}
}