Filter and Wrapper Stacking Ensemble (FWSE): A Robust Approach for Reliable Biomarker Discovery in High-Dimensional Omics Data
Examples demonstrating the application of FWSE in various scenarios will be provided shortly.
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
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}
}