A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data. - Andrea Bommert; Jörg Rahnenführer; Michel Lang (Comput. Math. Methods Medicine, 2017)

High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions. - Xudong Sun 002; Andrea Bommert; Florian Pfisterer; Jörg Rahnenführer; Michel Lang; Bernd Bischl (IntelliSys (1), 2019)

Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features. - Andrea Bommert; Jörg Rahnenführer (LOD (1), 2020)

Benchmark for filter methods for feature selection in high-dimensional classification data. - Andrea Bommert; Xudong Sun 002; Bernd Bischl; Jörg Rahnenführer; Michel Lang (Comput. Stat. Data Anal., 2020)

Integration of feature selection stability in model fitting - Andrea Bommert (2020)

Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features. - Andrea Bommert; Jörg Rahnenführer; Michel Lang (LOD, 2021)

stabm: Stability Measures for Feature Selection. - Andrea Bommert; Michel Lang (J. Open Source Softw., 2021)

Benchmark of filter methods for feature selection in high-dimensional gene expression survival data. - Andrea Bommert; Thomas Welchowski; Matthias Schmid; Jörg Rahnenführer (Briefings Bioinform., 2022)

Smart Pallets: Towards Event Detection Using IMUs. - Sven Franke; Andrea Bommert; Marc Julian Brandt; Jean Lenard Kuhlmann; Marie-Claire Olivier; Kirsten Schorning; Christopher Reining; Alice Kirchheim (ETFA, 2024)