EFSIS

Ensemble Feature Selection Integrating Stability

Ensemble of both data perturbation and function perturbation, integrating stability of the functions (feature selection methods)

Reference

Zhang, Xiaokang, and Inge Jonassen. "An Ensemble Feature Selection Framework Integrating Stability." 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2019. doi: 10.1109/BIBM47256.2019.8983310. Open-Access / accepted version

Preprint version: Zhang, Xiaokang, and Inge Jonassen. "EFSIS: Ensemble Feature Selection Integrating Stability." arXiv preprint arXiv:1811.07939 (2018).