Publications
- 2019
Multioracle coevolutionary learning of requirements specifications from examples in on-the-fly markets
Wever, M., Van Rooijen, L. & Hamann, H., 2019, In: Evolutionary computation. 28, 2, p. 165-193 29 p.Research output: Contribution to journal › Article › Research › peer review
- 2018
Automated Multi-Label Classification based on ML-Plan
Wever, M., Mohr, F. & Hüllermeier, E., Nov 2018, In: Computing Research Repository (CoRR). November 2018Research output: Contribution to journal › Article › Research › peer review
ML-Plan: Automated machine learning via hierarchical planning
Mohr, F., Wever, M. & Hüllermeier, E., 1 Sept 2018, In: Machine learning. 107, 8-10, p. 1495-1515 21 p.Research output: Contribution to journal › Article › Research › peer review
Automated Machine Learning Service Composition
Mohr, F., Wever, M. & Hüllermeier, E., Sept 2018, In: Computing Research Repository (CoRR). September 2018Research output: Contribution to journal › Article › Research › peer review
Ensembles of evolved nested dichotomies for classification
Wever, M., Mohr, F. & Hüllermeier, E., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. p. 561-568 8 p. (GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
ML-Plan for Unlimited-Length Machine Learning Pipelines
Wever, M., Mohr, F. & Hüllermeier, E., Jul 2018. 8 p.Research output: Contribution to conference › Paper › Research › peer review
Programmatic Task Network Planning
Mohr, F., Lettmann, T. (Editor), Hüllermeier, E. (Contributor) & Wever, M. D. (Translator), Jun 2018, Proceedings of the 1st ICAPS Workshop on Hierarchical Planning. Bercher, P., Höller, D., Biundo, S. & Alford, R. (eds.). p. 31-39 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
On-the-Fly Service Construction with Prototypes
Mohr, F., Wever, M. & Hüllermeier, E., 2018, Proceedings - 2018 IEEE International Conference on Services Computing, SCC 2018 - Part of the 2018 IEEE World Congress on Services. Institution of Electrical Engineers (IEE), p. 225-232 8 p. 8456422Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Reduction stumps for multi-class classification
Mohr, F., Wever, M. & Hüllermeier, E., 2018, Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, Proceedings. Siebes, A., Duivesteijn, W. & Ukkonen, A. (eds.). Springer Verlag, p. 225-237 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11191 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Towards the Automated Composition of Machine Learning Services
Mohr, F., Wever, M., Hüllermeier, E. & Faez, A., 2018, 2018 IEEE International Conference on Services Computing (SCC). Institution of Electrical Engineers (IEE), p. 241-244 4 p. 8456425Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- 2017
- Published
Active coevolutionary learning of requirements specifications from examples.
Wever, M., Rooijen, L. V. & Hamann, H., 2017, GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. p. 1327-1334 8 p. (Proceedings of the Genetic and Evolutionary Computation Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization: 27th Workshop Computational Intelligence
Wever, M. D., Mohr, F. (Editor) & Hüllermeier, E. (Editor), 2017, p. 149-166. 18 p.Research output: Contribution to conference › Paper › Research › peer review