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Graph-based feature extraction on object-centric event logs2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access
Alessandro Berti, Johannes Günter Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst
15citations -
Automated feature extraction to integrate field and laboratory data for aging diagnosis of automotive lithium-ion batteries2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access
Valentin Steininger, Katharina Rumpf, Peter Hüsson, Weihan Li, Dirk Uwe Sauer
22citations -
Light-curve fingerprints: an automated approach to the extraction of X-ray variability patterns with feature aggregation – an example application to GRS 1915+1052021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Jakub K. Orwat-Kapola, Antony J. Bird, Adam B. Hill, D. Altamirano, Daniela Huppenkothen
10citations -
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
An efficient feature search approach for robust state of health estimation of Li-ion battery2025 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access
Huihui Yang, Yingze Yang, Heng Li, Yuan Chen, Chaolong Zhang, Longxing Wu, +1 more
12citations -
Feature analysis for proper intensity scaling and feature distinction in class activation maps2025 Knowledge-Based Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access
Yanli Li, Denis P. Shamonin, Tahereh Hassanzadeh, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
1citations -
Test–Retest Data for the Assessment of Breast MRI Radiomic Feature Repeatability2021 Journal of Magnetic Resonance Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Renée W. Y. Granzier, Abdalla Ibrahim, Sergey P. Primakov, Simon Keek, Iva Halilaj, Alex Zwanenburg, +5 more
29citations -
MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Renée W. Y. Granzier, N. M. H. Verbakel, Abdalla Ibrahim, Janita E. van Timmeren, Thiemo J. A. van Nijnatten, Ralph T. H. Leijenaar, +3 more
88citations -
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 -
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