Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
39 Publications
2019 | Conference Paper | LibreCat-ID: 10232 | 
Wever, Marcel Dominik, et al. Automating Multi-Label Classification Extending ML-Plan. 2019.
LibreCat
| Files available
2018 | Conference Paper | LibreCat-ID: 2479 |
Mohr, Felix, et al. “(WIP) Towards the Automated Composition of Machine Learning Services.” SCC, IEEE, 2018, doi:10.1109/SCC.2018.00039.
LibreCat
| Files available
| DOI
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 2857 |
Mohr, Felix, et al. “Programmatic Task Network Planning.” Proceedings of the 1st ICAPS Workshop on Hierarchical Planning, AAAI, 2018, pp. 31–39.
LibreCat
| Files available
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 2471 |
Mohr, Felix, et al. “On-The-Fly Service Construction with Prototypes.” SCC, IEEE Computer Society, 2018, doi:10.1109/SCC.2018.00036.
LibreCat
| Files available
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 3510 |
Mohr, Felix, et al. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning, Springer, 2018, pp. 1495–515, doi:10.1007/s10994-018-5735-z.
LibreCat
| Files available
| DOI
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 3552 |
Mohr, Felix, et al. “Reduction Stumps for Multi-Class Classification.” Proceedings of the Symposium on Intelligent Data Analysis, doi:10.1007/978-3-030-01768-2_19.
LibreCat
| Files available
| DOI
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 3852 |
Wever, Marcel Dominik, et al. “ML-Plan for Unlimited-Length Machine Learning Pipelines.” ICML 2018 AutoML Workshop, 2018.
LibreCat
| Files available
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 2109 |
Wever, Marcel Dominik, et al. “Ensembles of Evolved Nested Dichotomies for Classification.” Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018, ACM, 2018, doi:10.1145/3205455.3205562.
LibreCat
| Files available
| DOI
| Download (ext.)
2018 | Preprint | LibreCat-ID: 17713 |
Wever, Marcel Dominik, et al. Automated Multi-Label Classification Based on ML-Plan. Arxiv, 2018.
LibreCat
| Download (ext.)
2018 | Preprint | LibreCat-ID: 17714 |
Mohr, Felix, et al. Automated Machine Learning Service Composition. 2018.
LibreCat
| Download (ext.)
2018 | Conference Abstract | LibreCat-ID: 1379 |
Seemann, Nina, et al. “Supporting the Cognitive Process in Annotation Tasks.” Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, edited by Kerstin Eckart and Dominik Schlechtweg, 2018.
LibreCat
| Files available
| Download (ext.)
2017 | Conference Paper | LibreCat-ID: 1180 |
Wever, Marcel Dominik, et al. “Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization.” 27th Workshop Computational Intelligence, 2017.
LibreCat
| Files available
| Download (ext.)
2017 | Mastersthesis | LibreCat-ID: 119 |
Wever, Marcel Dominik. Active Learning of User Requirement Specifications in Dynamic Software Service Markets. Universität Paderborn, 2017.
LibreCat
| Files available
2017 | Conference Paper | LibreCat-ID: 120
Wever, Marcel Dominik, et al. “Active Coevolutionary Learning of Requirements Specifications from Examples.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017, pp. 1327--1334, doi:10.1145/3071178.3071258.
LibreCat
| Files available
| DOI