Andrea Bommert

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Discriminatory Power

Informative Features

High Dimensional

Top Venues

Briefings Bioinform.

Publications

Andrea Bommert, Thomas Welchowski, Matthias Schmid, Jörg Rahnenführer
Benchmark of filter methods for feature selection in high-dimensional gene expression survival data. Briefings Bioinform. 23 (1) (2022)
Andrea Bommert, Michel Lang
stabm: Stability Measures for Feature Selection. J. Open Source Softw. 6 (59) (2021)
Andrea Bommert, Jörg Rahnenführer, Michel Lang
Employing an Adjusted Stability Measure for Multi-Criteria Model Fitting on Data Sets with Similar Features. CoRR (2021)
Andrea Bommert, Jörg Rahnenführer, Michel Lang
Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features. LOD (2021)
Andrea Bommert, Jörg Rahnenführer
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features. LOD (1) (2020)
Andrea Bommert, Jörg Rahnenführer
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features. CoRR (2020)
Andrea Bommert, Xudong Sun, Bernd Bischl, Jörg Rahnenführer, Michel Lang
Benchmark for filter methods for feature selection in high-dimensional classification data. Comput. Stat. Data Anal. 143 (2020)
Xudong Sun, Andrea Bommert, Florian Pfisterer, Jörg Rahnenführer, Michel Lang, Bernd Bischl
High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions. CoRR (2019)
Xudong Sun, Andrea Bommert, Florian Pfisterer, Jörg Rahnenführer, Michel Lang, Bernd Bischl
High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions. IntelliSys (1) (2019)
Andrea Bommert, Jörg Rahnenführer, Michel Lang
A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data. Comput. Math. Methods Medicine 2017 (2017)