Andrea Bommert

According to our database, Andrea Bommert authored at least 8 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

2021

stabm: Stability Measures for Feature Selection.

Andrea Bommert, Michel Lang

J. Open Source Softw., 2021

Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features.

Andrea Bommert, Jörg Rahnenführer, Michel Lang

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

Integration of feature selection stability in model fitting

Andrea Bommert

PhD thesis, 2020

Benchmark for filter methods for feature selection in high-dimensional classification data.

Andrea Bommert, Xudong Sun, Bernd Bischl, Jörg Rahnenführer, Michel Lang

Comput. Stat. Data Anal., 2020

Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features.

Andrea Bommert, Jörg Rahnenführer

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions.

Xudong Sun, Andrea Bommert, Florian Pfisterer, Jörg Rahnenführer, Michel Lang, Bernd Bischl

Proceedings of the Intelligent Systems and Applications, 2019

2017

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