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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 -
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 -
Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Jacob de Nobel, Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck
49citations -
Validating Automated Segmentation Tools in the Assessment of Caudate Atrophy in Huntington’s Disease2021 Frontiers in Neurology article Computer Science Medical Image Segmentation Techniques Open access
Nina M. Mansoor, Tishok Vanniyasingam, Ian B. Malone, Nicola Z. Hobbs, Elin M. Rees, Alexandra Dürr, +5 more
6citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
21citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning - Supplementary Material2020 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
1citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Adoption and Effects of Software Engineering Best Practices in Machine Learning2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access
Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser
0citations -
Analyzing Extrapolation-based Co-simulation Methods with Control Systems: A Linearized Two-Area Power System with Automatic Generation Control1citations