Research output per year
Research output per year
Personal profile
Education/Academic qualification
Habilitation, Universitat Dortmund
Award Date: 31 Jan 2013
PhD, Universitat Dortmund
Award Date: 30 Jun 2004
Master, Universitat Dortmund
Award Date: 15 Feb 2000
External positions
Professor of Data Science: Statistics and Optimization, University of Munster
2013 → …
Director of European Research Center of Information Systems (ERCIS), University of Munster
2013 → …
Keywords
- QA75 Electronic computers. Computer science
- Data Science
- Evolutionary Optimization
- Social Media Analytics
- Automated Algorithm Selection and Configuration
- Vehicle Routing
- Artificial intelligence
- Machine learning
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Multi 3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of Multiobjectivization
Aspar, P., Kerschke, P., Steinhoff, V., Trautmann, H. & Grimme, C., 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Springer, p. 311-322 12 p. (Lecture Notes in Computer Science; vol. 12654).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent
Steinhoff, V., Kerschke, P., Aspar, P., Trautmann, H. & Grimme, C., 5 Jan 2021, IEEE Symposium Series on Computational Intelligence (SSCI). p. 2445-2452 8 p. 9308259Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
File4 Citations (Scopus)11 Downloads (Pure) -
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis
Prager, R. P., Trautmann, H., Wang, H., Bäck, T. H. W. & Kerschke, P., 5 Jan 2021, IEEE Symposium Series on Computational Intelligence (SSCI). p. 996-1003 8 p. 9308510Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A European Perspective
Coombs, C., Stacey, P., Kawalek, P., Simeonova, B., Becker, J., Bergener, K., Carvalho, J. Á., Fantinato, M., Garmann-Johnsen, N. F., Grimme, C., Stein, A. & Trautmann, H., Jun 2021, In: International journal of information management. 58, 102311.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile9 Citations (Scopus)31 Downloads (Pure) -
A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms
Bossek, J., Kerschke, P. & Trautmann, H., 2020, In: Applied Soft Computing. 88, 105901.Research output: Contribution to journal › Article › Academic › peer-review
4 Citations (Scopus)