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Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models1citations
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Optimal Design of Extraction-Distillation Hybrid Processes by Combining Equilibrium and Rate-Based Modeling2025 Systems and Control Transactions conference-paper Engineering Process Optimization and Integration Open access
Kai Fabian Kruber, Lukas Polte, Andreas Jupke, Mirko Skiborowski
0citations -
Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome2025 International Convention on Information and Communication Technology, Electronics and Microelectronics conference-paper Medicine COVID-19 diagnosis using AI
Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more
0citations -
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas Bäck, Pascal Kerschke
17citations -
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 -
Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses2023 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics
Hongzhuo Liang, Cong Lin, Jianzhi Lyu, Pingfa Feng, Jianwei Zhang
25citations -
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 -
Trajectory-based Algorithm Selection with Warm-starting2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anja Jankovič, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr
12citations -
The importance of landscape features for performance prediction of modular CMA-ES variants2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
15citations -
The Fellowship of the Ring Test: DNAqua-Net WG2 initiative to compare diatom metabarcoding protocols used in routine freshwater biomonitoring for standardisation2021 ARPHA Conference Abstracts conference-paper Environmental Science Environmental DNA in Biodiversity Studies Open access
Valentin Vasselon, Éva Ács, Salomé F.P. Almeida, Karl Blyth Andree, Laure Apothéloz‐Perret‐Gentil, Bonnie Bailet, +34 more
8citations -
Real-time Multi-Layer Predictive Energy Management for a Plug-in Hybrid Vehicle based on Horizon and Navigation Data2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies
Xuewu Liu, Vivek Srivastava, Pan Wang, Joschka Schaub, Jianqiang Sun, Yunfei Deng, +3 more
3citations -
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access
Marios Kefalas, Milan Koch, Victor Jacobus Geraedts, Hao Wang, Martijn Rudolf Tannemaat, Thomas Bäck
11citations -
Development of a high-temperature double-layer bulge test for failure prediction in gas-based hot forming of a high-strength aluminium alloy2022 IOP Conference Series Materials Science and Engineering conference-paper Engineering Metal Forming Simulation Techniques Open access
T Teeuwen, N K Baru, Karl J. Tilly, David B. Bailly, G. Hirt
2citations -
Resource Allocation and Cooperation Scheduling for Reliability Maximization in Cluster Head Based Cooperative URLLC Networks2023 IEEE International Conference on Communications workshops conference-paper Computer Science Cooperative Communication and Network Coding
Xiaopeng Yuan, Boyao Li, Yulin Hu, Yao Lin Zhu, Anke Schmeink
6citations -
Distributed Frequency Divider-based Model Predictive Control for Frequency Control of Multi-Area Power Systems2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Frequency Control in Power Systems Open access
Tobias Heins, Paula Chanfreut, Sriram Karthik Gurumurthy, Antonello Monti, Anuradha M. Annaswamy
1citations -
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