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Continuous Transition from Model-Driven Prototype to Full-Size Real-World Enterprise Information Systems2020 Journal of the Association for Information Systems article Computer Science Model-Driven Software Engineering Techniques
Arkadii Gerasimov, Judith Michael, Lukas Netz, Bernhard Rumpe⋆, Simon Varga
11citations -
Signal Processing On Product Spaces2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access
T. Mitchell Roddenberry, Vincent P. Grande, Florian Frantzen, Michael T. Schaub, Santiago Segarra
6citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Ali Raza, Thomas Bäck, Yaochu Jin, +1 more
2citations -
Review of automated time series forecasting pipelines2022 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access cited by 1 patent
Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, +1 more
81citations -
A choice of persistent identifier schemes for the Distributed System of Scientific Collections (DiSSCo)2021 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Alex Hardisty, Wouter Addink, Falko Glöckler, Anton Güntsch, Sharif Islam, Claus Weiland
27citations -
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs2023 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, AIdo Guzman-Saenz, ToIga Birdal, Michael T. Schaub
4citations -
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs2023 Research Explorer (The University of Manchester) conference-paper Computer Science Topological and Geometric Data Analysis Open access
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, Aldo Guzmán-Sáenz, Tolga Birdal, Michael T. Schaub
0citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
7citations -
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
30citations -
odML-Tables as a Metadata Standard in Microneurography2023 Studies in health technology and informatics book-chapter Computer Science Research Data Management Practices Open access
Alina Troglio, Aidan P. Nickerson, Fabian Schlebusch, Rainer Röhrig, James Philip Dunham, Barbara Namer, +1 more
2citations