@inbookPreuß_Rook_Trautmann_2024, place=Cham, title=On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems, DOI=10.1007/978-3-031-56852-7_20, booktitle=Applications of Evolutionary Computation, publisher=Springer Nature Switzerland, author=Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike, year=2024 

@inproceedingsVinzent Seiler_Rook_Heins_Preuß_Bossek_Trautmann_2024, title=Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP, DOI=10.1109/ssci52147.2023.10372008, booktitle=2023 IEEE Symposium Series on Computational Intelligence (SSCI), publisher=IEEE, author=Vinzent Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike, year=2024 

@inproceedingsPrager_Dietrich_Schneider_Schäpermeier_Bischl_Kerschke_Trautmann_Mersmann_2023, place=New York, NY, USA, series=FOGA ’23, title=Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features, DOI=10.1145/3594805.3607136, booktitle=Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, publisher=Association for Computing Machinery, author=Prager, Raphael Patrick and Dietrich, Konstantin and Schneider, Lennart and Schäpermeier, Lennart and Bischl, Bernd and Kerschke, Pascal and Trautmann, Heike and Mersmann, Olaf, year=2023, pages=129–139, collection=FOGA ’23 

@inproceedingsPrager_Trautmann_2023, place=Cham, title=Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features, booktitle=Applications of Evolutionary Computation, publisher=Springer Nature Switzerland, author=Prager, Raphael Patrick and Trautmann, Heike, editor=Correia, João and Smith, Stephen and Qaddoura, Raneem, year=2023, pages=411–425 

@inproceedingsSchäpermeier_Kerschke_Grimme_Trautmann_2023, place=Cham, title=Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets, booktitle=Evolutionary Multi-Criterion Optimization, publisher=Springer Nature Switzerland, author=Schäpermeier, Lennart and Kerschke, Pascal and Grimme, Christian and Trautmann, Heike, editor=Emmerich, Michael and Deutz, André and Wang, Hao and Kononova, Anna V. and Naujoks, Boris and Li, Ke and Miettinen, Kaisa and Yevseyeva, Iryna, year=2023, pages=291–304 

@articlePrager_Trautmann_2023, title=Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python, DOI=10.1162/evco_a_00341, journal=Evolutionary Computation, author=Prager, Raphael Patrick and Trautmann, Heike, year=2023, pages=1–25 

@articleHeins_Bossek_Pohl_Seiler_Trautmann_Kerschke_2023, title=A study on the effects of normalized TSP features for automated algorithm selection, volume=940, DOI=https://doi.org/10.1016/j.tcs.2022.10.019, journal=Theoretical Computer Science, author=Heins, Jonathan and Bossek, Jakob and Pohl, Janina and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal, year=2023, pages=123–145 

@inproceedingsPrager_Trautmann_2023, title=Investigating the Viability of Existing Exploratory Landscape Analysis Features for Mixed-Integer Problems, DOI=10.1145/3583133.3590757, booktitle=Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023, publisher=ACM, author=Prager, Raphael Patrick and Trautmann, Heike, editor=Silva, Sara and Paquete, Luís, year=2023, pages=451–454 

@inproceedingsSeiler_Rook_Heins_Preuß_Bossek_Trautmann, title=Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP, DOI=10.1109/SSCI52147.2023.10372008, booktitle=2023 IEEE Symposium Series on Computational Intelligence (SSCI), author=Seiler, Moritz Vinzent and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike, pages=361–368 

@inbookNiemann_Assenmacher_Brunk_Riehle_Becker_Trautmann_2022, place=Wiesbaden, title=(Semi-)Automatische Kommentarmoderation zur Erhaltung Konstruktiver Diskurse, DOI=10.1007/978-3-658-35658-3_13, booktitle=Hate Speech — Definitionen, Ausprägungen, Lösungen, publisher=VS Verlag für Sozialwissenschaften, author=Niemann, Marco and Assenmacher, Dennis and Brunk, Jens and Riehle, Dennis Maximilian and Becker, Jörg and Trautmann, Heike, editor=Weitzel, Gerrit and Mündges, Stephan, year=2022, pages=249–274 

@inproceedingsAssenmacher_Trautmann_2022, place=Cham, title=Textual One-Pass Stream Clustering with Automated Distance Threshold Adaption, DOI=10.1007/978-3-031-21743-2_1, booktitle=Intelligent Information and Database Systems, publisher=Springer International Publishing, author=Assenmacher, D and Trautmann, Heike, editor=et al. Tran, T, year=2022, pages=3–16 

@articleAssenmacher_Weber_Preuss_Valdez_Bradshaw_Ross_Cresci_Trautmann_Neumann_Grimme_2022, title=Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem, volume=40, DOI=10.1177/08944393211012268, number=6, journal=Social Science Computer Review, author=Assenmacher, Dennis and Weber, Derek and Preuss, Mike and Valdez, André Calero and Bradshaw, Alison and Ross, Björn and Cresci, Stefano and Trautmann, Heike and Neumann, Frank and Grimme, Christian, year=2022, pages=1496–1522 

@inproceedingsSchneider_Schäpermeier_Prager_Bischl_Trautmann_Kerschke_2022, place=Cham, title=HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis, DOI=10.1007/978-3-031-14714-2_40, booktitle=Parallel Problem Solving from Nature — PPSN XVII, publisher=Springer International Publishing, author=Schneider, Lennart and Schäpermeier, Lennart and Prager, Raphael Patrick and Bischl, Bernd and Trautmann, Heike and Kerschke, Pascal, editor=Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tusar, Tea, year=2022, pages=575–589 

@inproceedingsSeiler_Prager_Kerschke_Trautmann_2022, place=New York, NY, USA, title=A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes, DOI=10.1145/3512290.3528834, booktitle=Proceedings of the Genetic and Evolutionary Computation Conference, publisher=Association for Computing Machinery, author=Seiler, Moritz Vinzent and Prager, Raphael Patrick and Kerschke, Pascal and Trautmann, Heike, year=2022, pages=657–665 

@inproceedingsPrager_Seiler_Trautmann_Kerschke_2022, place=Cham, title=Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods, DOI=10.1007/978-3-031-14714-2_1, booktitle=Parallel Problem Solving from Nature — PPSN XVII, publisher=Springer International Publishing, author=Prager, Raphael Patrick and Seiler, Moritz Vinzent and Trautmann, Heike and Kerschke, Pascal, editor=Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tusar, Tea, year=2022, pages=3–17 

@inproceedingsPohl_Assenmacher_Seiler_Trautmann_Grimme_2022, place=Palo Alto, CA, USA, title=Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches, DOI=10.36190/2022.91, booktitle=Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM), publisher=AAAI Press, author=Pohl, Janina Susanne and Assenmacher, Dennis and Seiler, Moritz Vincent and Trautmann, Heike and Grimme, Christian, editor=the Advancement of Artificial Intelligence (AAAI) Association, for, year=2022, pages=1–10 

@inproceedingsRook_Trautmann_Bossek_Grimme_2022, place=New York, NY, USA, series=GECCO ’22, title=On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems, DOI=10.1145/3520304.3528998, booktitle=Proceedings of the Genetic and Evolutionary Computation Conference Companion, publisher=Association for Computing Machinery, author=Rook, J and Trautmann, Heike and Bossek, J and Grimme, C, editor=Fieldsend, J and Wagner, M., year=2022, pages=356–359–356–359, collection=GECCO ’22 

@articleClever_Pohl_Bossek_Kerschke_Trautmann_2022, title=Process-Oriented Stream Classification Pipeline: A Literature Review, volume=12, DOI=10.3390/app12189094, number=8, journal=Applied Sciences, author=Clever, Lena and Pohl, Janina Susanne and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike, year=2022, pages=1–44 

@articleAspar_Steinhoff_Schäpermeier_Kerschke_Trautmann_Grimme_2022, title=The objective that freed me: a multi-objective local search approach for continuous single-objective optimization, volume=1, DOI=10.1007/s11047-022-09919-w, journal=Natural Computing, author=Aspar, Pelin and Steinhoff, Vera and Schäpermeier, Lennart and Kerschke, Pascal and Trautmann, Heike and Grimme, Christian, year=2022, pages=1–15 

@inproceedingsHeins_Rook_Schäpermeier_Kerschke_Bossek_Trautmann_2022, place=Cham, title=BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems, booktitle=Parallel Problem Solving from Nature — PPSN XVII, publisher=Springer International Publishing, author=Heins, J and Rook, J and Schäpermeier, L and Kerschke, P and Bossek, J and Trautmann, Heike, editor=Rudolph, G and Kononova, AV and Aguirre, H and Kerschke, P and Ochoa, G and Tusar, T, year=2022, pages=192–206