Prof. Dr. rer. pol. Pascal KerschkePerson
Person
Contributors
- Chair of Big Data Analytics in Transportation (TT)- Full Professor
62 Research output
Contributed
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features
Prager, R. P., Dietrich, K., Schneider, L., Schäpermeier, L., Bischl, B., Kerschke, P. & Trautmann, H. & 1 others, , 30 Aug 2023, FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. p. 129-139 11 p.Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedOne PLOT to Show Them All: Visualization of Efficient Sets in Multi-objective Landscapes
Schäpermeier, L., Grimme, C. & Kerschke, P., 2020, 16th International Conference on Parallel Problem Solving from Nature.Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedOn the potential of normalized TSP features for automated algorithm selection
Heins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H. & Kerschke, P., 6 Sept 2021, FOGA 2021 - Proceedings of the 16th ACM/SIGEVO Conference on Foundations of Genetic Algorithms.Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedOpenML: An R package to connect to the machine learning platform OpenML
Casalicchio, G., Bossek, J., Lang, M., Kirchhoff, D., Kerschke, P., Hofner, B. & Seibold, H. & 2 others, , Sept 2019, In: Computational statistics. 34, p. 977–991Research output: Contribution to journal › Research article › Contributed › peer-review
Parallel Problem Solving from Nature – PPSN XVII: 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022, Proceedings, Part I
Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T., 2022, Springer, Cham. (Lecture Notes in Computer Science, Volume 13398).Research output: Book/Conference proceeding/Anthology/Report › Monograph › Contributed › peer-review
PublishedParameterization of state-of-the-art performance indicators: a robustness study based on inexact TSP solvers
Kerschke, P., Bossek, J. & Trautmann, H., 6 Jul 2018, Genetic and Evolutionary Computation Conference (GECCO) Companion.Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedPeak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets
Schäpermeier, L., Kerschke, P., Grimme, C. & Trautmann, H., 2023, Evolutionary Multi-Criterion Optimization - 12th International Conference, EMO 2023, Proceedings. Emmerich, M., Deutz, A., Wang, H., Kononova, A. V., Naujoks, B., Li, K., Miettinen, K. & Yevseyeva, I. (eds.). 14 p.Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedPeeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization
Grimme, C., Kerschke, P., Aspar, P., Trautmann, H., Preuss, M., Deutz, A. H. & Wang, H. & 1 others, , Dec 2021, In: Computers and Operations Research. 136, 105489.Research output: Contribution to journal › Research article › Contributed › peer-review
PublishedPer-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., 1 Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
PublishedPhysical Layer Security: Learning-Aided Attack Detection based on 5G NR SRS
Ninnemann, J., Rauschert, F., Schwarzbach, P., Kerschke, P. & Michler, O., 30 Sept 2024, 2024 IEEE Conference on Communications and Network Security (CNS). p. 1-6Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Published