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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 -
Feature-Driven Specification of VTOL Air-Taxis with the Use of the Model-Based System Engineering (MBSE) Methodology CUBE2021 Vertical Flight Society Annual Forum and Technology Display conference-paper Engineering Systems Engineering Methodologies and Applications
Nicolas Jäckel, Jakob Andert, Abdulsamed Karaduman, Christian Granrath, Bernhard Rumpe⋆, Louis Wachtmeister
2citations -
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 -
Scenario- and Model-Based Systems Engineering Procedure for the SOTIF-Compliant Design of Automated Driving Functions2022 IEEE Intelligent Vehicles Symposium conference-paper Engineering Safety Systems Engineering in Autonomy
Max‐Arno Meyer, Sebastian Silberg, Christian Granrath, Christopher Kugler, Louis Wachtmeister, Bernhard Rumpe⋆, +2 more
14citations -
Feature-Based Analysis of Acoustic Emission Signals for Wear Monitoring in Centerless Through-Feed Grinding2023 Lecture notes in production engineering conference-paper Engineering Advanced machining processes and optimization
Daria Gelbich, Hou Zeng Man, Marco Becker, Sebastian Barth, Philipp Niemietz, Thomas Bergs
0citations -
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 -
Modeling mechanical functional architectures in SysML2020 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) conference-paper Engineering Systems Engineering Methodologies and Applications
Imke Drave, Bernhard Rumpe⋆, Andreas Wortmann, Joerg Berroth, Gregor Höpfner, Georg Jacobs, +4 more
41citations -
Attention-Guided Multi-Scale CNN Network for Cervical Vertebral Maturation Assessment from Lateral Cephalometric Radiography2022 International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt) conference-paper Dentistry Orthodontics and Dentofacial Orthopedics Open access
Hamideh Manoochehri, Seyed Ahmad Motamedi, Ali Mohammad‐Djafari, Masrour Makaremi, Alireza Vafaei Sadr
3citations -
Comparison of deep learning and hand crafted features for mining simulation data2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Physics and Astronomy Model Reduction and Neural Networks
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew
1citations -
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 -
A Step towards Interpretable Multimodal AI Models with MultiFIX2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Mafalda Malafaia, Thalea Schlender, Tanja Alderliesten, Peter A. N. Bosman
0citations