Research output per year
Research output per year
Personal profile
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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Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems
Seiler, M. V., Kerschke, P. & Trautmann, H., 2 Jan 2024, ArXiv.org, 24 p.Research output: Working paper › Preprint › Academic
Open AccessFile25 Downloads (Pure) -
Exploratory Landscape Analysis for Mixed-Variable Problems
Prager, R. P. & Trautmann, H., 26 Feb 2024, ArXiv.org, 12 p.Research output: Working paper › Preprint › Academic
Open AccessFile22 Downloads (Pure) -
MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler
Vermetten, D., Rook, J., Preuß, O. L., de Nobel, J., Doerr, C., López-Ibañez, M., Trautmann, H. & Bäck, T., 10 Dec 2024.Research output: Working paper › Preprint › Academic
Open AccessFile6 Downloads (Pure) -
Multi-objective Ranking using Bootstrap Resampling
Rook, J., Hoos, H. H. & Trautmann, H., 1 Aug 2024, Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM Publishing, p. 155-158 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems
Preuß, O. L., Rook, J. & Trautmann, H., 21 Mar 2024, Applications of Evolutionary Computation: 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings, Part I. Smith, S., Correia, J. & Cintrano, C. (eds.). p. 305-321 17 p. (Lecture Notes in Computer Science; vol. 14634).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Open AccessFile1 Citation (Scopus)48 Downloads (Pure)
Datasets
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Taraba State University, (TSU), (UNIOSUN) 2024/25 Post UTME, Pre-Degree, IJMB Admission Form Is Out Now. To Apply Call (08169921528) (2348169921528), Registration Is Going On. Apply Now.
Trautmann, H. (Creator), Zenodo, 19 Jun 2024
DOI: 10.5281/zenodo.12166018, https://zenodo.org/records/12166018 and 2 more links, https://zenodo.org/records/12166019, https://doi.org/10.5281/zenodo.12166019 (show fewer)
Dataset