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A Classification Method for the Systematic Identification of Models and Workflows in MBSE2022 Symposium Design for X (DFX) conference-paper Engineering Systems Engineering Methodologies and Applications Open access
Gregor Höpfner, Julia Kowalski, Clemens Faustmann, Thilo Zerwas, Philipp Kranabitl, Seyedmohammad Vafaei, +2 more
4citations -
Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications2021 IEEE Wireless Communications and Networking Conference conference-paper Computer Science Wireless Signal Modulation Classification
Xue Gang Fu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, Haris Gacanin, +1 more
5citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
3citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations -
Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models1citations
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Federated Fine-Tuning of SAM-Med3D for MRI-Based Dementia Classification2025 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Kaouther Mouheb, Marawan Elbatel, Janne M. Papma, Geert Jan Biessels, Jurgen A.H.R. Claassen, Huub A. M. Middelkoop, +5 more
1citations -
A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access
Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Thomas Bäck
3citations -
Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations -
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Topic Modeling Open access
Emil Rijcken, Floortje E. Scheepers, Pablo J. Mosteiro, Kalliopi Zervanou, Marco René Spruit, Uzay Kaymak
20citations -
Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network2022 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) conference-paper Computer Science Wireless Signal Modulation Classification
Biao Dong, Guozhen Xu, Xue Gang Fu, Heng Dong, Guan Gui, Haris Gacanin, +1 more
6citations -
PEACE: Private and Energy-Efficient Algorithm for Cardiac Evaluation on the EDGE using Modified Split Learning and Model Quantization2023 International Conference on Information and Communication Systems (ICICS) conference-paper Medicine ECG Monitoring and Analysis
Ahmad Ayad, Mahdi Barhoush, Johnson Loh, Tobias Gemmeke, Anke Schmeink
5citations