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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 -
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Internet Traffic Analysis and Secure E-voting cited by 1 patent
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more
57citations -
Learning the characteristics of engineering optimization problems with applications in automotive crash2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
31citations -
Integrating Web-Based Collaborative Live Editing and Wireframing into a Model-Driven Web Engineering Process2020 Data Science and Engineering article Computer Science Web Applications and Data Management Open access
Peter de Lange, Petru Nicolaescu, Alexander Tobias Neumann, Ralf Klamma
4citations -
Quantitative and temporal approach to utilising electronic medical records from general practices in mental health prediction2020 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Olga Półchłopek, Nynke R. Koning, Frederike L. Büchner, Mathilde R. Crone, Mattijs Everard Numans, Mark Hoogendoorn
17citations -
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 -
Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access
Fan Yang, Marios Kefalas, Anna V. Kononova, Yanan Qiao, Thomas Bäck
11citations -
Everyday Life Tremor Signal Processing in PD Patients using BSN2021 International Conference on Advances in Biomedical Engineering (ICABME) conference-paper Computer Science Context-Aware Activity Recognition Systems
Joseph Babayan, Markus Lueken, Arun Berking, Anne Pickartz, Kathrin Reetz, Florian Holtbernd, +2 more
1citations -
Who Does What? Work Division and Allocation Strategies of Computer Science Student Teams0citations
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Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations