Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Habilitation, Habilitation in Statistics, “Statistical and Experimental Methods in Single- and Multi- Objective (Evolutionary) Optimization”, Universitat Dortmund
Award Date: 31 Jan 2013
PhD, PhD in Statistics, Graduate School of Production Engineering and Logistics, Universitat Dortmund
Award Date: 30 Jun 2004
Master, Diploma in Statistics, 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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems
Heins, J., Rook, J., Schäpermeier, L., Kerschke, P., Bossek, J. & Trautmann, H., 2022, Parallel Problem Solving from Nature: PPSN XVII. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.). Springer, p. 192-206 15 p. (Lecture Notes in Computer Science; vol. 13398).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile13 Downloads (Pure) -
On the potential of automated algorithm configuration on multi-modal multi-objective optimization problems
Rook, J., Trautmann, H., Bossek, J. & Grimme, C., 9 Jul 2022, GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 356-359 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)49 Downloads (Pure) -
Social Influence Analysis (SIA) in Online Social Networks
Leszkiewicz, A., Bucur, D., Grimme, C., Michalski, R., Clever, L., Pohl, J., Rook, J., Bossek, J., Preuss, M., Squillero, G., Quer, S., Calabrese, A., Iacca, G., Kizgin, D. H. & Trautmann, H., 2022.Research output: Contribution to conference › Paper › peer-review
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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
5 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
File5 Citations (Scopus)29 Downloads (Pure)