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Filter and Wrapper Stacking Ensemble (FWSE): A Robust Approach for Reliable Biomarker Discovery in High-Dimensional Omics Data

Examples

Examples demonstrating the application of FWSE in various scenarios will be provided shortly.

Paper Reference

For a detailed explanation of the FWSE method, please refer to our paper published in Briefings in Bioinformatics: Filter and Wrapper Stacking Ensemble (FWSE): A Robust Approach for Reliable Biomarker Discovery in High-Dimensional Omics Data

Citation

If you use FWSE in your research, please cite our paper as follows:

@article{budhraja2023filter,
  title={Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data},
  author={Budhraja, Sugam and Doborjeh, Maryam and Singh, Balkaran and Tan, Samuel and Doborjeh, Zohreh and Lai, Edmund and Merkin, Alexander and Lee, Jimmy and Goh, Wilson and Kasabov, Nikola},
  journal={Briefings in Bioinformatics},
  volume={24},
  number={6},
  pages={bbad382},
  year={2023},
  publisher={Oxford University Press}
}