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Comparative Analysis of Feature Selection Methods in the use-case of ARDS Classification in Clinical Time-Series Data2025 Infinite Science GmbH article Health Professions Artificial Intelligence in Healthcare Open access
Simon Fonck, Sina Wedding, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
Supplementary material for the paper: Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection1citations
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Supplementary material for the paper: Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection0citations
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Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection2026 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Mathieu J.L. Cherpitel, Thomas Bäck, Martijn R. Tannemaat, Anna V. Kononova
0citations -
Supplementary material for the paper: Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection1citations
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Radiomic Feature Stability Analysis Based on Probabilistic Segmentations2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger, +1 more
9citations -
Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Can Wang, Mitra Baratchi, Thomas Bäck, Holger H. Hoos, Steffen Limmer, Markus Olhofer
31citations -
Multicollinearity and redundancy of the PET radiomic feature set2025 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Wyanne A. Noortman, Dennis Vriens, Johan Bussink, Tineke W.H. Meijer, Erik H.J.G. Aarntzen, Christophe M. Deroose, +10 more
13citations -
Photometric selection and redshifts for quasars in the Kilo-Degree Survey Data Release 42021 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Szymon J. Nakoneczny, Maciej Bilicki, A. Pollo, Marika Asgari, Andrej Dvornik, T. Erben, +7 more
40citations