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Andrea Bommert
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Books and Theses
- 2020
- [b1]Andrea Bommert
:
Integration of feature selection stability in model fitting. Dortmund University, Germany, 2020
Journal Articles
- 2022
- [j4]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) - 2021
- [j3]Andrea Bommert
, Michel Lang
:
stabm: Stability Measures for Feature Selection. J. Open Source Softw. 6(59): 3010 (2021) - 2020
- [j2]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) - 2017
- [j1]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: 7907163:1-7907163:18 (2017)
Conference and Workshop Papers
- 2021
- [c3]Andrea Bommert
, Jörg Rahnenführer
, Michel Lang
:
Employing an Adjusted Stability Measure for Multi-criteria Model Fitting on Data Sets with Similar Features. LOD 2021: 81-92 - 2020
- [c2]Andrea Bommert
, Jörg Rahnenführer
:
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features. LOD (1) 2020: 203-214 - 2019
- [c1]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: 629-647
Informal and Other Publications
- 2021
- [i3]Andrea Bommert, Jörg Rahnenführer, Michel Lang:
Employing an Adjusted Stability Measure for Multi-Criteria Model Fitting on Data Sets with Similar Features. CoRR abs/2106.08105 (2021) - 2020
- [i2]Andrea Bommert, Jörg Rahnenführer:
Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features. CoRR abs/2009.12075 (2020) - 2019
- [i1]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 abs/1902.08999 (2019)
Coauthor Index
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