Team
Chair Holder
© Pascal Kerschke 04/2023
Professor
NameMr Prof. Dr. rer. pol. Pascal Kerschke
Send encrypted email via the SecureMail portal (for TUD external users only).
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
© Sandy Wolf 04/2023
Secretary
NameMs Sandy Wolf
Send encrypted email via the SecureMail portal (for TUD external users only).
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
© Sebastian Dengel
Research Associate
NameMr Sebastian Dengel M.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 014 (Ground Floor) Würzburger Str. 35
01187 Dresden
© Konstantin Dietrich 04/2023
Research Associate (ScaDS.AI)
NameMr Konstantin Dietrich M.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 011b (Ground Floor) 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
2024
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Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization, 7 Sep 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part II. Affenzeller, M., Winkler, S. M., Kononova, A. V., Bäck, T., Trautmann, H., Tušar, T. & Machado, P. (eds.).p. 154–169, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization, 14 Jul 2024, Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery (ACM), p. 1007 - 1016, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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 Algorithms. p. 129-139, 11 p.Electronic (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, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 590-602, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
This information is provided by the FIS.
© Jonathan Heins 04/2023
Research Associate
NameMr Jonathan Heins M.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 012 (Ground Floor) Würzburger Str. 35
01187 Dresden
© Markus Leyser 04/2023
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), Room 012 (Ground Floor) Würzburger Str. 35
01187 Dresden
© Felix Rauschert 04/2023
Research Associate
NameMr Felix Rauschert M.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 014 (Ground Floor) Würzburger Str. 35
01187 Dresden
© Lennart Schäpermeier 04/2023
Research Associate
NameMr Lennart Schäpermeier M.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 011b (Ground Floor) Würzburger Str. 35
01187 Dresden
Office hours:
by appointment
- Multi-Objective Optimization (esp. visualization of continuous problems)
- Algorithm Selection
- Data Science
- Since 2021: PhD Studies at BDA@TU Dresden
- 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
2024
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Dancing to the State of the Art?: How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem, 7 Sep 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part I. Affenzeller, M., Winkler, S. M., Kononova, A. V., Bäck, T., Trautmann, H., Tušar, T. & Machado, P. (eds.).p. 100-115, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration, 7 Sep 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part IV. Affenzeller, M., Winkler, S. M., Kononova, A. V., Bäck, T., Trautmann, H., Tušar, T. & Machado, P. (eds.).p. 202-216, 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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 Algorithms. p. 129-139, 11 p.Electronic (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: Congress on Evolutionary Computation (CEC). 26, 6, p. 1306-1320, 15 p.Electronic (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 journal. 22, 2, p. 271 - 285, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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MOLE: Digging Tunnels Through Multimodal Multi-objective Landscapes, 8 Jul 2022, GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. p. 592-600, 9 p.Electronic (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 Nature. 15 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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HPO × ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis, 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 575-589, 15 p.Electronic (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, Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.).p. 632-644, 13 p.Electronic (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
This information is provided by the FIS.
- 09/2024: Best Paper Award at the PPSN 2024 conference with the contribution Lennart Schäpermeier and Pascal Kerschke. "Reinvestigating the R2 indicator: Achieving pareto compliance by integration." International Conference on Parallel Problem Solving from Nature. Cham: Springer Nature Switzerland, 2024.
Graduate Student Assistants
© Lukas Bodi 03/2024
Graduate Student Assistant
NameMr Lukas Bodi B.A.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL) Würzburger Str. 35
01187 Dresden
© Felix Hoch 04/2023
Graduate Student Assistant
NameMr Felix Hoch B.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 120 (1st Floor) Würzburger Str. 35
01187 Dresden
Graduate Student Assistant
NameMr Jochen Weihe B.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 120 (1st Floor) Würzburger Str. 35
01187 Dresden
Former Team Members
© Emna Belhaj
Guest Researcher
NameMs Emna Belhaj
Send encrypted email via the SecureMail portal (for TUD external users only).
© Réka Doffkay
Graduate Student Assistant
NameMs Réka Doffkay B.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 012 (Ground Floor) Würzburger Str. 35
01187 Dresden
© Jonas Jostmann
Graduate Student Assistant
NameMr Jonas Jostmann B.Sc.
Send encrypted email via the SecureMail portal (for TUD external users only).
© Deutsch
Graduate Student Assistant
NameMr Lukas Unterschütz B.Sc.
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