Staff
Chair Holder

Professor
NameMr Prof. Dr. rer. pol. Pascal Kerschke
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 005a (Ground Floor) Würzburger Str. 35
01187 Dresden
Office hours:
by appointment
Front Office

Secretary
NameMs Sandy Wolf
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 005b (Ground Floor) Würzburger Str. 35
01187 Dresden
Research Staff

Research Associate (ScaDS.AI)
NameMr Konstantin Dietrich M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Zimmer 011 (EG) Würzburger Str. 35
01187 Dresden
Office hours:
by appointment
- Black Box Optimization Benchmarking (esp. Generation of new Benchmark problems)
- Exploratory Landscape Analysis
- Data Science
- 2017 - 2020:
Master Studies of Physics at the University of Cologne - 2015 - 2016:
Semester Abroad at the University of Liverpool, UK - 2013 - 2017:
Bachelor Studies of Physics at the University of Cologne
2023
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Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features , 30 Aug 2023, FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic AlgorithmsElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Evaluation of Algorithms from the Nevergrad Toolbox on the Strictly Box-Constrained SBOX-COST Benchmarking Suite , 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2022
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Increasing the Diversity of Benchmark Function Sets Through Affine Recombination , 2022, 17th International Conference on Parallel Problem Solving from NatureElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

Research Associate
NameMr Jonathan Heins M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Falkenbrunnen, Zimmer 11 Würzburger Str. 35
01187 Dresden

Research Associate (Boysen-TU Dresden-Research Training Group)
NameMr Markus Leyser M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Zimmer 120 (1. OG) Würzburger Str. 35
01187 Dresden

Research Associate
NameMr Felix Rauschert M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Zimmer 014 (EG) Würzburger Str. 35
01187 Dresden

Research Associate
NameMr Lennart Schäpermeier M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Zimmer 011 (EG) Würzburger Str. 35
01187 Dresden
Office hours:
by appointment
- Multi-Objective Optimization (esp. visualization of continuous problems)
- Algorithm Selection
- Data Science
- 2018 - 2021:
Master Studies in Information Systems at the University of Münster - 2017:
Semester Abroad at the University of Turku, Finland - 2015 - 2018:
Bachelor Studies in Information Systems at the University of Münster
2023
-
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features , 30 Aug 2023, FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic AlgorithmsElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets , 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.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2022
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Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems , Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1306-1320Electronic (full-text) versionResearch output: Contribution to journal > Research article
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The objective that freed me: a multi-objective local search approach for continuous single-objective optimization , 5 Sep 2022, In: Natural computing : an innovative journal bridging biosciences and computer sciences ; an international journalElectronic (full-text) versionResearch output: Contribution to journal > Research article
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MOLE: Digging Tunnels Through Multimodal Multi-objective Landscapes , 8 Jul 2022, Proceedings of the Genetic and Evolutionary Computation ConferenceElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems , 2022, 17th International Conference on Parallel Problem Solving from NatureElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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HPO $\times$ ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis , 2022, 17th International Conference on Parallel Problem Solving from NatureElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2021
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To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes , 2021, 11th International Conference on Evolutionary Multi-Criterion OptimizationElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2020
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One PLOT to Show Them All: Visualization of Efficient Sets in Multi-objective Landscapes , 2020, 16th International Conference on Parallel Problem Solving from NatureElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Graduate Student Assistants

Graduate Student Assistant
NameMs Réka Doffkay B.Sc.
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Graduate Student Assistant
NameMr Felix Hoch
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), EG, Raum 014 Würzburger Str. 35
01187 Dresden
Former Team Members

Graduate Student Assistant
NameMr Lukas Unterschütz B.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Falkenbrunnen, Zimmer 14 Würzburger Str. 35
01187 Dresden

Guest Researcher
NameMs Emna Belhaj
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Graduate Student Assistant
NameMr Jonas Jostmann B.Sc.
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