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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 -
Analysis of the Influence of Image Processing, Feature Selection, and Decision Tree Classification on Noise Separation of Electric Vehicle Powertrains2022 SAE International journal of vehicle dynamics, stability, and NVH article Engineering Vehicle Noise and Vibration Control
Katja Fröhlingsdorf, Manuel Dreßen, Stefan Pischinger, Christoph Steffens, Stefan Heuer
10citations -
Foundations of Feature Selection in Clinical Prediction Modeling2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare
Victor E. Staartjes, Julius M. Kernbach, Vittorio Stumpo, Christiaan Hendrik Bas van Niftrik, Carlo Serra, Luca Regli
19citations -
Supplementary material for the paper: Objective-Induced Bias and Search Dynamics in Multiobjective Unsupervised Feature Selection0citations
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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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Multi-scale sequential feature selection for disease classification using Raman spectroscopy data2023 Computers in Biology and Medicine article Biochemistry, Genetics and Molecular Biology Spectroscopy Techniques in Biomedical and Chemical Research
Yue Wei, Hechang Chen, Bo Yu, Chengyou Jia, Xianling Cong, Lele Cong
15citations -
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