Benchmark for filter methods for feature selection in high-dimensional classification data A Bommert, X Sun, B Bischl, J Rahnenführer, M Lang Computational Statistics & Data Analysis 143, 106839, 2020 | 330 | 2020 |
Benchmark of filter methods for feature selection in high-dimensional gene expression survival data A Bommert, T Welchowski, M Schmid, J Rahnenführer Briefings in Bioinformatics 23 (1), bbab354, 2022 | 32 | 2022 |
A multicriteria approach to find predictive and sparse models with stable feature selection for high-dimensional data A Bommert, J Rahnenführer, M Lang Computational and mathematical methods in medicine 2017, 2017 | 19 | 2017 |
stabm: Stability Measures for Feature Selection A Bommert, M Lang Journal of Open Source Software 6 (59), 3010, 2021 | 9 | 2021 |
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features A Bommert, J Rahnenführer International Conference on Machine Learning, Optimization, and Data Science …, 2020 | 8 | 2020 |
High dimensional restrictive federated model selection with multi-objective bayesian optimization over shifted distributions X Sun, A Bommert, F Pfisterer, J Rähenfürher, M Lang, B Bischl Proceedings of SAI Intelligent Systems Conference, 629-647, 2019 | 8 | 2019 |
Integration of Feature Selection Stability in Model Fitting AM Bommert TU Dortmund University, 2021 | 6 | 2021 |
Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features A Bommert, J Rahnenführer, M Lang International Conference on Machine Learning, Optimization, and Data Science …, 2021 | | 2021 |