Heike Trautmann
Fakultät für Elektrotechnik, Informatik und Mathematik
heike.trautmann@uni-paderborn.deID
153 Publications
2025 | Journal Article | LibreCat-ID: 59073
@article{Rook_Benjamins_Bossek_Trautmann_Hoos_Lindauer_2025, title={MO-SMAC: Multi-objective Sequential Model-based Algorithm Configuration}, DOI={10.1162/evco_a_00371}, journal={Evolutionary Computation}, author={Rook, Jeroen G. and Benjamins, Carolin and Bossek, Jakob and Trautmann, Heike and Hoos, Holger H. and Lindauer, Marius}, year={2025}, pages={1–25} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60219
@inproceedings{Vermetten_Rook_Preuß_de Nobel_Doerr_López-Ibáñez_Trautmann_Bäck_2025, series={Lecture Notes in Computer Science}, title={MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler}, volume={15512}, DOI={10.1007/978-981-96-3506-1_17}, booktitle={Evolutionary Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I}, publisher={Springer}, author={Vermetten, Diederick and Rook, Jeroen and Preuß, Oliver Ludger and de Nobel, Jacob and Doerr, Carola and López-Ibáñez, Manuel and Trautmann, Heike and Bäck, Thomas}, editor={Singh, Hemant K. and Ray, Tapabrata and Knowles, Joshua D. and Li, Xiaodong and Branke, Juergen and Wang, Bing and Oyama, Akira}, year={2025}, pages={242–256}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 60220
@article{Seiler_Kerschke_Trautmann_2025, title={Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems }, DOI={https://doi.org/10.1162/evco_a_00367}, journal={Evolutionary Computation}, author={Seiler, Moritz and Kerschke, Pascal and Trautmann, Heike}, year={2025}, pages={1–27} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60813
@inproceedings{Seiler_Preuß_Trautmann_2025, title={RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces}, DOI={10.1145/3712256.3726478}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Seiler, Moritz and Preuß, Oliver Ludger and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={76–84} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
@inproceedings{Preuß_Mensendiek_Rook_Bossek_Trautmann_2025, title={Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes}, DOI={10.1145/3712256.3726481}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Preuß, Oliver Ludger and Mensendiek, Carolin and Rook, Jeroen and Bossek, Jakob and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={58–66} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60814
@inproceedings{Schede_Seiler_Tierney_Trautmann_2025, title={Deep reinforcement learning for instance-specific algorithm configuration (GECCO Best Paper Award)}, DOI={10.1145/3712256.3726480}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Schede, Elias and Seiler, Moritz and Tierney, Kevin and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={1190–1198} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61032
@inproceedings{Rodriguez-Fernandez_Schäpermeier_Castellanos_Kerschke_Trautmann_Schütze_2025, title={Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={/10.1145/3712255.3734260}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Castellanos, Carlos Hernandez and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver}, year={2025}, pages={61–62} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61918
@inproceedings{Rook_Renau_Trautmann_Hart_2025, title={Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances}, DOI={10.1145/3729878.3746615}, booktitle={Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025}, publisher={ACM}, author={Rook, Jeroen and Renau, Quentin and Trautmann, Heike and Hart, Emma}, year={2025}, pages={262–272} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 63053
@article{Hernández_Rodriguez-Fernandez_Schäpermeier_Cuate_Trautmann_Schütze_2025, title={An Evolutionary Approach for the Computation of ∈-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={10.1109/TEVC.2025.3637276}, journal={IEEE Transactions on Evolutionary Computation}, author={Hernández, Carlos and Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Cuate, Oliver and Trautmann, Heike and Schütze, Oliver}, year={2025}, pages={1–1} }
LibreCat
| DOI
2025 | Report | LibreCat-ID: 63633
@book{Eimer_Schäpermeier_Biedenkapp_Tornede_Kotthoff_Leyman_Feurer_Eggensperger_Maile_Tornede_et al._2025, title={Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network}, DOI={DOI:10.48550/arXiv.2512.16491}, author={Eimer, Theresa and Schäpermeier, Lennart and Biedenkapp, André and Tornede, Alexander and Kotthoff, Lars and Leyman, Pieter and Feurer, Matthias and Eggensperger, Katharina and Maile, Kaitlin and Tornede, Tanja and et al.}, year={2025} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54548
@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for Mixed-Variable Problems}, DOI={10.1109/TEVC.2024.3399560}, journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54642
@inproceedings{Dietrich_Prager_Doerr_Trautmann_2024, place={Cham}, title={Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII}, publisher={Springer International Publishing}, author={Dietrich, K. and Prager, R. and Doerr, C. and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024}, pages={1–14} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 54643
@inproceedings{Seiler_Skvorc_Cenikj_Doerr_Trautmann_2024, place={Cham}, title={Learned Features vs. Classical ELA on Affine BBOB Functions}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII}, publisher={Springer International Publishing}, author={Seiler, Moritz and Skvorc, Urban and Cenikj, G and Doerr, C and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024}, pages={1–14} }
LibreCat
2024 | Book Chapter | LibreCat-ID: 52759
@inbook{Preuß_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} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 52749
@inproceedings{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={Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55649
@inproceedings{Rook_Hoos_Trautmann_2024, title={Multi-objective Ranking using Bootstrap Resampling}, DOI={10.1145/3638530.3654436}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher={ACM}, author={Rook, Jeroen and Hoos, Holger H. and Trautmann, Heike}, editor={Li, Xiaodong and Handl, Julia}, year={2024}, pages={155–158} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 56221
@article{Rodriguez-Fernandez_Schäpermeier_Hernández_Kerschke_Trautmann_Schütze_2024, title={Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={10.1109/TEVC.2024.3458855}, journal={IEEE Transactions on Evolutionary Computation}, author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Hernández, Carlos and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver}, year={2024}, pages={1–1} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58335
@inproceedings{Seiler_Skvorc_Doerr_Trautmann_2024, series={Lecture Notes in Computer Science}, title={Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection}, volume={14990}, DOI={10.1007/978-3-031-75623-8_29}, booktitle={Learning and Intelligent Optimization - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers}, publisher={Springer}, author={Seiler, Moritz and Skvorc, Urban and Doerr, Carola and Trautmann, Heike}, editor={Festa, Paola and Ferone, Daniele and Pastore, Tommaso and Pisacane, Ornella}, year={2024}, pages={361–376}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58338
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III}, volume={15150}, DOI={10.1007/978-3-031-70071-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58336
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I}, volume={15148}, DOI={10.1007/978-3-031-70055-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58339
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV}, volume={15151}, DOI={10.1007/978-3-031-70085-9}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58337
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II}, volume={15149}, DOI={10.1007/978-3-031-70068-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60131
@inproceedings{Preuß_Rook_Trautmann_2024, series={Lecture Notes in Computer Science}, title={On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems}, volume={14634}, DOI={10.1007/978-3-031-56852-7_20}, booktitle={Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I}, publisher={Springer}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike}, editor={Smith, Stephen L. and Correia, João and Cintrano, Christian}, year={2024}, pages={305–321}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60132
@inproceedings{Seiler_Skvorc_Cenikj_Doerr_Trautmann_2024, series={Lecture Notes in Computer Science}, title={Learned Features vs. Classical ELA on Affine BBOB Functions}, volume={15149}, DOI={10.1007/978-3-031-70068-2_9}, booktitle={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II}, publisher={Springer}, author={Seiler, Moritz and Skvorc, Urban and Cenikj, Gjorgjina and Doerr, Carola and Trautmann, Heike}, editor={Affenzeller, Michael and Winkler, Stephan M. and Kononova, Anna V. and Trautmann, Heike and Tusar, Tea and Machado, Penousal and Bäck, Thomas}, year={2024}, pages={137–153}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 59283
@article{Prager_Trautmann_2024, title={Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python}, volume={32}, DOI={10.1162/EVCO_A_00341}, number={3}, journal={Evol. Comput.}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2024}, pages={211–216} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47522
@inproceedings{Prager_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 46297
@inproceedings{Prager_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} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 46298
@inproceedings{Schäpermeier_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} }
LibreCat
2023 | Journal Article | LibreCat-ID: 46299
@article{Prager_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52530
@inproceedings{Prager_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} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 46310
@article{Heins_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48898
@inproceedings{Seiler_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 and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, pages={361–368} }
LibreCat
| DOI
2022 | Book Chapter | LibreCat-ID: 46300
@inbook{Niemann_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46301
@inproceedings{Assenmacher_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} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46316
@article{Assenmacher_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46306
@inproceedings{Schneider_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 Tušar, Tea}, year={2022}, pages={575–589} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46308
@article{Aspar_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} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52532
@article{Rodrigues_Kerschke_Pereira_Trautmann_Wagner_Hellingrath_Polpo_2022, title={Estimation of component reliability from superposed renewal processes by means of latent variables}, volume={37}, DOI={10.1007/S00180-021-01124-0}, number={1}, journal={Comput. Stat.}, author={Rodrigues, Agatha S. and Kerschke, Pascal and Pereira, Carlos Alberto De Bragança and Trautmann, Heike and Wagner, Carolin and Hellingrath, Bernd and Polpo, Adriano}, year={2022}, pages={355–379} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46307
@inproceedings{Seiler_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 and Prager, Raphael Patrick and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={657–665} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46304
@inproceedings{Prager_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 and Trautmann, Heike and Kerschke, Pascal}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tušar, Tea}, year={2022}, pages={3–17} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46303
@inproceedings{Pohl_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 and Trautmann, Heike and Grimme, Christian}, editor={the Advancement of Artificial Intelligence (AAAI) Association, for}, year={2022}, pages={1–10} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46309
@article{Clever_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46305
@inproceedings{Rook_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, Jakob and Grimme, C}, editor={Fieldsend, J and Wagner, M.}, year={2022}, pages={356–359–356–359}, collection={GECCO ’22} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46302
@inproceedings{Heins_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, Jakob and Trautmann, Heike}, editor={Rudolph, G and Kononova, AV and Aguirre, H and Kerschke, P and Ochoa, G and Tušar, T}, year={2022}, pages={192–206} }
LibreCat
2021 | Journal Article | LibreCat-ID: 46318
@article{Grimme_Kerschke_Aspar_Trautmann_Preuss_Deutz_Wang_Emmerich_2021, title={Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization}, volume={136}, DOI={https://doi.org/10.1016/j.cor.2021.105489}, journal={Computers & Operations Research}, author={Grimme, Christian and Kerschke, Pascal and Aspar, Pelin and Trautmann, Heike and Preuss, Mike and Deutz, André H. and Wang, Hao and Emmerich, Michael}, year={2021}, pages={105489} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46311
@inproceedings{Aspar_Kerschke_Steinhoff_Trautmann_Grimme_2021, place={Heidelberg, Berlin}, title={Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization}, DOI={10.1007/978-3-030-72062-9_25}, booktitle={Evolutionary Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings}, publisher={Springer}, author={Aspar, Pelin and Kerschke, Pascal and Steinhoff, Vera and Trautmann, Heike and Grimme, Christian}, editor={et al. Ishibuchi, H.}, year={2021}, pages={311–322} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 46317
@article{Coombs_Stacey_Kawalek_Simeonova_Becker_Bergener_Carvalho_Fantinato_Garmann-Johnsen_Grimme_et al._2021, title={What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A European Perspective}, volume={58}, DOI={10.1016/j.ijinfomgt.2021.102311}, journal={International Journal of Information Management}, author={Coombs, Crispin and Stacey, Patrick and Kawalek, Peter and Simeonova, Boyka and Becker, Jörg and Bergener, Katrin and Carvalho, João Álvaro and Fantinato, Marcelo and Garmann-Johnsen, Niels F. and Grimme, Christian and et al.}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46315
@inproceedings{Prager_Seiler_Trautmann_Kerschke_2021, title={Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization}, DOI={10.1109/SSCI50451.2021.9660174}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Prager, Raphael Patrick and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, year={2021}, pages={1–8} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46312
@inproceedings{Assenmacher_Niemann_Müller_Seiler_Riehle_Trautmann_2021, place={Virtual Event}, title={RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets}, booktitle={Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021)}, author={Assenmacher, Dennis and Niemann, Marco and Müller, Kilian and Seiler, Moritz and Riehle, Dennis M. and Trautmann, Heike}, year={2021}, pages={1–14} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 46313
@inproceedings{Heins_Bossek_Pohl_Seiler_Trautmann_Kerschke_2021, place={Dornbirn, Austria}, title={On the Potential of Normalized TSP Features for Automated Algorithm Selection}, DOI={10.1145/3450218.3477308}, booktitle={Proceedings of the 16$^th$ ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI)}, publisher={Association for Computing Machinery}, author={Heins, Jonathan and Bossek, Jakob and Pohl, Janina and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, editor={Computing Machinery Association, for}, year={2021}, pages={1–15} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46319
@inproceedings{Assenmacher_Adam_Trautmann_Grimme_2020, place={Florida, USA}, title={Towards Real-Time and Unsupervised Campaign Detection in Social Media}, booktitle={Proceedings of the Florida Artificial Intelligence Research Society Conference}, author={Assenmacher, D and Adam, L and Trautmann, Heike and Grimme, C}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46328
@inproceedings{Prager_Trautmann_Wang_Bäck_Kerschke_2020, place={Canberra, Australia}, title={Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis}, DOI={10.1109/SSCI47803.2020.9308510}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Prager, Raphael Patrick and Trautmann, Heike and Wang, Hao and Bäck, Thomas H. W. and Kerschke, Pascal}, year={2020}, pages={996–1003} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46320
@inproceedings{Assenmacher_Clever_Pohl_Trautmann_Grimme_2020, place={Cham}, title={A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media}, DOI={10.1007/978-3-030-49570-1_14}, booktitle={Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis}, publisher={Springer International Publishing}, author={Assenmacher, D and Clever, L and Pohl, JS and Trautmann, Heike and Grimme, C}, editor={Meiselwitz, G}, year={2020}, pages={201–214} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46325
@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Würzburg, Germany}, title={Towards Automated Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-43823-4_12}, booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={137–143} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46321
@inproceedings{Assenmacher_Frischlich _Trautmann_Grimme_Adam_2020, place={Wiesbaden}, series={Lecture Notes in Computer Science}, title={Inside the tool set of automation: Free social bot code revisited}, booktitle={Disinformation in open online media}, publisher={Springer}, author={Assenmacher, Dennis and Frischlich , Lena and Trautmann, Heike and Grimme, Christian and Adam, Lena}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={101–114}, collection={Lecture Notes in Computer Science} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46326
@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Athens, Greece}, title={confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-53552-0_10}, booktitle={Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={80–95} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46327
@inproceedings{Lena_Frischlich_Trautmann_Grimme_2020, place={Hamburg, Deutschland}, title={Automated detection of nostalgic text in the context of societal pessimism}, booktitle={Disinformation in open online media}, author={Lena, Clever and Frischlich, Lena and Trautmann, Heike and Grimme, Christian}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={48–58} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46329
@inproceedings{Riehle_Niemann_Brunk_Assenmacher_Trautmann_Becker_2020, place={Cham}, title={Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool}, booktitle={Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing}, publisher={Springer International Publishing}, author={Riehle, Dennis M. and Niemann, Marco and Brunk, Jens and Assenmacher, Dennis and Trautmann, Heike and Becker, Jörg}, editor={Meiselwitz, Gabriele}, year={2020}, pages={71–86} }
LibreCat
2020 | Journal Article | LibreCat-ID: 46333
@article{Assenmacher_Clever_Frischlich_Quandt_Trautmann_Grimme_2020, title={Demystifying Social Bots: On the Intelligence of Automated Social Media Actors}, volume={6}, DOI={10.1177/2056305120939264}, number={3}, journal={Social Media + Society}, author={Assenmacher, Dennis and Clever, Lena and Frischlich, Lena and Quandt, Thorsten and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2056305120939264} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46332
@inproceedings{Steinhoff_Kerschke_Aspar_Trautmann_Grimme_2020, place={Canberra, Australia}, title={Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent}, DOI={10.1109/SSCI47803.2020.9308259}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Steinhoff, Vera and Kerschke, Pascal and Aspar, Pelin and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2445–2452} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46331
@inproceedings{Seiler_Trautmann_Kerschke_2020, place={Glasgow, UK}, title={Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries}, DOI={10.1109/IJCNN48605.2020.9207338}, booktitle={Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, author={Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, year={2020}, pages={1–8} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46330
@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Leiden, The Netherlands}, title={Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem}, DOI={10.1007/978-3-030-58112-1_4}, booktitle={Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)}, author={Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, editor={Bäck, Thomas and Preuss, Mike and Deutz, André and Wang, Hao and Doerr, Carola and Emmerich, Michael and Trautmann, Heike}, year={2020}, pages={48–64} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 46334
@article{Bossek_Kerschke_Trautmann_2020, title={A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms}, volume={88}, DOI={https://doi.org/10.1016/j.asoc.2019.105901}, journal={Applied Soft Computing}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={105901} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46322
@inproceedings{Bossek_Grimme_Rudolph_Trautmann_2020, place={Glasgow, UK}, title={Towards Decision Support in Dynamic Bi-Objective Vehicle Routing}, DOI={10.1109/CEC48606.2020.9185778}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, author={Bossek, Jakob and Grimme, Christian and Rudolph, Günter and Trautmann, Heike}, year={2020}, pages={1–8} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46324
@inproceedings{Bossek_Kerschke_Trautmann_2020, place={Glasgow, UK}, title={Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, publisher={IEEE}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={1–8} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46323
@inproceedings{Bossek_Grimme_Trautmann_2020, place={Cancun, Mexico}, title={Dynamic Bi-Objective Routing of Multiple Vehicles}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20)}, publisher={ACM}, author={Bossek, Jakob and Grimme, Christian and Trautmann, Heike}, year={2020}, pages={166–174} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46343
@inproceedings{Grimme_Kerschke_Trautmann_2019, place={East Lansing, MI, USA}, series={Lecture Notes in Computer Science}, title={Multimodality in Multi-Objective Optimization — More Boon than Bane?}, volume={11411}, DOI={10.1007/978-3-030-12598-1_11}, booktitle={Proceedings of the 10$^th$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)}, publisher={Springer}, author={Grimme, Christian and Kerschke, Pascal and Trautmann, Heike}, editor={Deb, Kalyanmoy and Goodman, Erik and Coello, Coello Carlos A. and Klamroth, Kathrin and Miettinen, Kaisa and Mostaghim, Sanaz and Reed, Patrick}, year={2019}, pages={126–138}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46345
@article{Kerschke_Hoos_Neumann_Trautmann_2019, title={Automated Algorithm Selection: Survey and Perspectives}, volume={27}, DOI={10.1162/evco_a_00242}, number={1}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Hoos, Holger H and Neumann, Frank and Trautmann, Heike}, year={2019}, pages={3–45} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46344
@article{Carnein_Trautmann_2019, title={Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms}, volume={61}, number={3}, journal={Business and Information Systems Engineering (BISE)}, author={Carnein, Matthias and Trautmann, Heike}, year={2019}, pages={277–297} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46340
@inproceedings{Carnein_Homann_Trautmann_Vossen_2019, place={Moscow, Russia}, title={A Recommender System Based on Omni-Channel Customer Data}, booktitle={Proceedings of the 21$^st$ IEEE Conference on Business Informatics (CBI’ 19)}, author={Carnein, Matthias and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried}, year={2019}, pages={65–74} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46341
@inproceedings{Carnein_Trautmann_2019, place={Macau, China}, title={Customer Segmentation Based on Transactional Data Using Stream Clustering}, booktitle={Proceedings of the 23$^rd$ Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD ’19)}, author={Carnein, Matthias and Trautmann, Heike}, year={2019}, pages={280–292} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46342
@inproceedings{Grimme_Kerschke_Emmerich_Preuss_Deutz_Trautmann_2019, place={Leiden, The Netherlands}, title={Sliding to the Global Optimum: How to Benefit from Non-Global Optima in Multimodal Multi-Objective Optimization}, DOI={10.1063/1.5090019}, booktitle={AIP Conference Proceedings}, publisher={AIP Publishing}, author={Grimme, Christian and Kerschke, Pascal and Emmerich, Michael T M and Preuss, Mike and Deutz, André H and Trautmann, Heike}, year={2019}, pages={020052-1-020052–4} }
LibreCat
| DOI
2019 | Book Chapter | LibreCat-ID: 46336
@inbook{Kerschke_Trautmann_2019, title={Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-package flacco}, DOI={10.1007/978-3-030-25147-5_7}, booktitle={Applications in Statistical Computing}, publisher={Springer}, author={Kerschke, Pascal and Trautmann, Heike}, editor={Bauer, Nadja and Ickstadt, Katja and Lübke, Karsten and Szepannek, Gero and Trautmann, Heike and Vichi, Maurizio}, year={2019}, pages={93–123} }
LibreCat
| DOI
2019 | Book | LibreCat-ID: 46335
@book{Trautmann_2019, series={Studies in Classification, Data Analysis, and Knowledge Organization}, title={Applications in Statistical Computing — From Music Data Analysis to Industrial Quality Improvement}, publisher={Springer International Publishing}, author={Trautmann, Heike}, year={2019}, collection={Studies in Classification, Data Analysis, and Knowledge Organization} }
LibreCat
2019 | Journal Article | LibreCat-ID: 46346
@article{Kerschke_Trautmann_2019, title={Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning}, volume={27}, DOI={10.1162/evco_a_00236}, number={1}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Trautmann, Heike}, year={2019}, pages={99–127} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46347
@article{Kerschke_Wang_Preuss_Grimme_Deutz_Trautmann_Emmerich_2019, title={Search Dynamics on Multimodal Multi-Objective Problems}, volume={27}, DOI={10.1162/evco_a_00234}, number={4}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Wang, Hao and Preuss, Mike and Grimme, Christian and Deutz, André and Trautmann, Heike and Emmerich, Michael}, year={2019}, pages={577–609} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46339
@inproceedings{Bossek_Kerschke_Neumann_Wagner_Neumann_Trautmann_2019, place={Potsdam, Germany}, title={Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators}, DOI={10.1145/3299904.3340307}, booktitle={Proceedings of the 15$^th$ ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV)}, author={Bossek, Jakob and Kerschke, Pascal and Neumann, Aneta and Wagner, Markus and Neumann, Frank and Trautmann, Heike}, editor={Friedrich, Tobias and Doerr, Carola and Arnold, Dirk}, year={2019}, pages={58–71} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46338
@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2019, place={East Lansing, Michigan, USA}, series={Lecture Notes in Computer Science}, title={Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm}, volume={11411}, DOI={10.1007/978-3-030-12598-1_41}, booktitle={Evolutionary Multi-Criterion Optimization (EMO)}, publisher={Springer International Publishing}, author={Bossek, Jakob and Grimme, Christian and Meisel, Stephan and Rudolph, Günter and Trautmann, Heike}, editor={Deb, Kalyanmoy and Goodman, Erik and Coello, Coello Carlos A. and Klamroth, Kathrin and Miettinen, Kaisa and Mostaghim, Sanaz and Reed, Patrick}, year={2019}, pages={516–528}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46337
@inproceedings{Bossek_Trautmann_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time}, volume={11353}, booktitle={Learning and Intelligent Optimization}, publisher={Springer}, author={Bossek, Jakob and Trautmann, Heike}, editor={Battiti, R and Brunato, M and Kotsireas, I and Pardalos, P}, year={2019}, pages={215–219}, collection={Lecture Notes in Computer Science} }
LibreCat
2018 | Conference Paper | LibreCat-ID: 46350
@inproceedings{van Engelen_van Lier_Takes_Trautmann_2018, place={Dublin, Ireland}, title={Accurate WiFi based indoor positioning with continuous location sampling}, booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD)}, publisher={Springer}, author={van Engelen, J.E. and van Lier, J.J. and Takes, F.W. and Trautmann, Heike}, year={2018}, pages={524–540} }
LibreCat
2018 | Journal Article | LibreCat-ID: 46351
@article{Carnein_Trautmann_2018, title={evoStream — Evolutionary Stream Clustering Utilizing Idle Times}, volume={14}, DOI={10.1016/j.bdr.2018.05.005}, journal={Big Data Research}, author={Carnein, Matthias and Trautmann, Heike}, year={2018}, pages={101–111} }
LibreCat
| DOI
2018 | Journal Article | LibreCat-ID: 46353
@article{Li_Wang_Trautmann_Jing_Emmerich_2018, title={Multiobjective evolutionary algorithms based on target region preferences}, volume={40}, DOI={10.1016/j.swevo.2018.02.006}, journal={Swarm and Evolutionary Computation}, author={Li, L and Wang, Y and Trautmann, Heike and Jing, N and Emmerich, M}, year={2018}, pages={196–215} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46348
@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2018, place={New York, NY, USA}, series={GECCO ’18}, title={Local Search Effects in Bi-Objective Orienteering}, DOI={10.1145/3205455.3205548}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={ACM}, author={Bossek, Jakob and Grimme, Christian and Meisel, Stephan and Rudolph, Guenter and Trautmann, Heike}, year={2018}, pages={585–592}, collection={GECCO ’18} }
LibreCat
| DOI
2018 | Journal Article | LibreCat-ID: 46352
@article{Kerschke_Kotthoff_Bossek_Hoos_Trautmann_2018, title={Leveraging TSP Solver Complementarity through Machine Learning}, volume={26}, DOI={10.1162/evco_a_00215}, number={4}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Kotthoff, Lars and Bossek, Jakob and Hoos, Holger H. and Trautmann, Heike}, year={2018}, pages={597–620} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46349
@inproceedings{Kerschke_Bossek_Trautmann_2018, place={Kyoto, Japan}, title={Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers}, DOI={10.1145/3205651.3208233}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’18) Companion}, author={Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, year={2018}, pages={1737–1744} }
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 46355
@inbook{Adrián_Lara_Trautmann_Rudolph_Schütze_2017, place={Cham}, title={The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems}, DOI={10.1007/978-3-319-44003-3_12}, booktitle={NEO 15}, publisher={Springer International Publishing}, author={Adrián, Sosa Hernández V and Lara, A and Trautmann, Heike and Rudolph, G and Schütze, O}, editor={Schütze, O and Trujillo, L and Legrand, P and Maldonado, Y}, year={2017}, pages={281–330} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46360
@inproceedings{Carnein_Heuchert_Homann_Trautmann_Vossen_Becker_Kraume_2017, place={Valencia, Spain}, series={Lecture Notes in Computer Science}, title={Towards Efficient and Informative Omni-Channel Customer Relationship Management}, volume={10651}, DOI={10.1007/978-3-319-70625-2_7}, booktitle={Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17)}, publisher={Springer International Publishing}, author={Carnein, Matthias and Heuchert, Markus and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried and Becker, Jörg and Kraume, Karsten}, editor={de Cesare, Sergio and Ulrich, Frank}, year={2017}, pages={69–78}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46361
@inproceedings{Carnein_Homann_Trautmann_Vossen_Kraume_2017, place={Stuttgart, Germany}, series={Lecture Notes in Informatics (LNI)}, title={Customer Service in Social Media — An Empirical Study of the Airline Industry}, volume={P-266}, booktitle={Proceedings of the 17$^th$ Conference on Database Systems for Business, Technology, and Web (BTW ’17)}, publisher={Gesellschaft für Informatik}, author={Carnein, Matthias and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried and Kraume, Karsten}, editor={Ritter, Norbert and Schwarz, Holger and Klettke, Meike and Thor, Andreas and Kopp, Oliver and Bernhard, Matthias Wieland}, year={2017}, pages={33–40}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
2017 | Book Chapter | LibreCat-ID: 46356
@inbook{Li_Yevseyeva_Basto-Fernandes_Trautmann_Jing_Emmerich_2017, place={Cham}, title={Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms}, DOI={10.1007/978-3-319-54157-0_28}, booktitle={Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings}, publisher={Springer International Publishing}, author={Li, L and Yevseyeva, I and Basto-Fernandes, V and Trautmann, Heike and Jing, N and Emmerich, M}, editor={Trautmann, H and Rudolph, G and Klamroth, K and Schütze, O and Wiecek, M and Jin, Y and Grimme, C}, year={2017}, pages={406–421} }
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 46357
@inbook{Tierney_Handali_Grimme_Trautmann_2017, place={Cham}, title={Multi-objective Optimization for Liner Shipping Fleet Repositioning}, DOI={10.1007/978-3-319-54157-0_42}, booktitle={Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings}, publisher={Springer International Publishing}, author={Tierney, K and Handali, J and Grimme, C and Trautmann, Heike}, editor={Trautmann, H and Rudolph, G and Klamroth, K and Schütze, O and Wiecek, M and Jin, Y and Grimme, C}, year={2017}, pages={622–638} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46359
@inproceedings{Carnein_Assenmacher_Trautmann_2017, place={Valencia, Spain}, title={Stream Clustering of Chat Messages with Applications to Twitch Streams}, DOI={10.1007/978-3-319-70625-2_8}, booktitle={Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17)}, publisher={Springer International Publishing}, author={Carnein, Matthias and Assenmacher, Dennis and Trautmann, Heike}, editor={de Cesare, Sergio and Ulrich, Frank}, year={2017}, pages={79–88} }
LibreCat
| DOI
2017 | Journal Article | LibreCat-ID: 46362
@article{Grimme_Preuss_Adam_Trautmann_2017, title={Social Bots: Human-Like by Means of Human Control?}, volume={5}, DOI={10.1089/big.2017.0044}, number={4}, journal={Big Data}, author={Grimme, C and Preuss, M and Adam, L and Trautmann, Heike}, year={2017}, pages={279–293} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46358
@inproceedings{Carnein_Assenmacher_Trautmann_2017, place={Siena, Italy}, title={An Empirical Comparison of Stream Clustering Algorithms}, DOI={10.1145/3075564.3078887}, booktitle={Proceedings of the ACM International Conference on Computing Frontiers (CF ’17)}, author={Carnein, Matthias and Assenmacher, Dennis and Trautmann, Heike}, year={2017}, pages={361–365} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46364
@inproceedings{Blot_Hoos_Jourdan_Marmion_Trautmann_2016, place={Cham}, series={LNTCS}, title={MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework}, volume={10079}, DOI={10.1007/978-3-319-50349-3_3}, booktitle={LION 2016: Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Blot, A and Hoos, H and Jourdan, L and Marmion, M and Trautmann, Heike}, editor={et al. Joaquin, Vanschooren}, year={2016}, pages={32–47}, collection={LNTCS} }
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 46363
@inbook{Rudolph_Schütze_Trautmann_2016, place={Cham}, title={On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front}, DOI={10.1007/978-3-319-31153-1_4}, booktitle={Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II}, publisher={Springer International Publishing}, author={Rudolph, G and Schütze, O and Trautmann, Heike}, editor={Squillero, G and Burelli, P}, year={2016}, pages={42–55} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46369
@inproceedings{Kerschke_Wang_Preuss_Grimme_Deutz_Trautmann_Emmerich_2016, place={Edinburgh, Scotland}, series={Lecture Notes in Computer Science}, title={Towards Analyzing Multimodality of Multiobjective Landscapes}, DOI={10.1007/978-3-319-45823-6_90}, booktitle={Proceedings of the 14$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XIV)}, publisher={Springer}, author={Kerschke, Pascal and Wang, Hao and Preuss, Mike and Grimme, Christian and Deutz, André and Trautmann, Heike and Emmerich, Michael}, year={2016}, pages={962–972}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46367
@inproceedings{Kerschke_Preuss_Wessing_Trautmann_2016, place={Denver, CO, USA}, title={Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models}, DOI={10.1145/2908812.2908845}, booktitle={Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary Computation}, author={Kerschke, Pascal and Preuss, Mike and Wessing, Simon and Trautmann, Heike}, year={2016}, pages={229–236} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46371
@article{Rudolph_Schütze_Grimme_Domínguez-Medina_Trautmann_2016, title={Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results}, volume={64}, DOI={10.1007/s10589-015-9815-8}, number={2}, journal={Computational Optimization and Applications (Comput. Optim. Appl.)}, author={Rudolph, G and Schütze, O and Grimme, C and Domínguez-Medina, C and Trautmann, Heike}, year={2016}, pages={589–618} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46372
@article{Schütze_Sosa_Trautmann_Rudolph_2016, title={The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems}, volume={22}, DOI={10.1007/s10732-016-9310-0}, number={3}, journal={Journal of Heuristics}, author={Schütze, O and Sosa, Hernandez VA and Trautmann, Heike and Rudolph, G}, year={2016}, pages={273–300} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46368
@inproceedings{Kerschke_Trautmann_2016, place={Vancouver, BC, Kanada}, title={The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems}, DOI={10.1109/CEC.2016.7748359}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, author={Kerschke, Pascal and Trautmann, Heike}, year={2016} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46370
@article{Neumann_Trautmann_2016, title={Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)}, volume={5}, DOI={10.4230/DagRep.5.5.57}, number={5}, journal={Dagstuhl Reports}, author={Neumann, F and Trautmann, Heike}, year={2016}, pages={78–79} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46365
@inproceedings{Bossek_Trautmann_2016, place={Ischia, Italy}, series={Lecture Notes in Computer Science}, title={Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers}, volume={10079}, DOI={10.1007/978-3-319-50349-3_4}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Bossek, Jakob and Trautmann, Heike}, editor={Festa, P and Sellmann, M and Vanschoren, J}, year={2016}, pages={48–59}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46366
@inproceedings{Bossek_Trautmann_2016, place={Cham}, series={Lecture Notes in Computer Science}, title={Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference}, volume={10037}, DOI={10.1007/978-3-319-49130-1_1}, booktitle={AI*IA 2016 Advances in Artificial Intelligence}, publisher={Springer}, author={Bossek, Jakob and Trautmann, Heike}, editor={Adorni, G and Cagnoni, S and Gori, M and Maratea, M}, year={2016}, pages={3–12}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46373
@inproceedings{Chinnov_Kerschke_Meske_Stieglitz_Trautmann_2015, place={Puerto Rico}, title={An Overview of Topic Discovery in Twitter Communication through Social Media Analytics}, booktitle={Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15)}, author={Chinnov, Andrey and Kerschke, Pascal and Meske, Christian and Stieglitz, Stefan and Trautmann, Heike}, year={2015}, pages={1–10} }
LibreCat
2015 | Conference Paper | LibreCat-ID: 46375
@inproceedings{Kerschke_Preuss_Wessing_Trautmann_2015, place={New York, NY, USA}, title={Detecting Funnel Structures by Means of Exploratory Landscape Analysis}, DOI={10.1145/2739480.2754642}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15)}, publisher={ACM}, author={Kerschke, Pascal and Preuss, Mike and Wessing, Simon and Trautmann, Heike}, editor={Silva, Sara}, year={2015}, pages={265–272} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46376
@inproceedings{Kotthoff_Kerschke_Hoos_Trautmann_2015, place={Cham}, title={Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Kotthoff, Lars and Kerschke, Pascal and Hoos, Holger and Trautmann, Heike}, editor={Dhaenens, Clarisse and Jourdan, Laetitia and Marmion, Marie-Eléonore}, year={2015}, pages={202–217} }
LibreCat
2015 | Journal Article | LibreCat-ID: 46379
@article{Brockhoff_Wagner_Trautmann_2015, title={R2 Indicator Based Multiobjective Search}, volume={23}, DOI={10.1162/EVCO_a_00135}, number={3}, journal={Evolutionary Computation Journal}, author={Brockhoff, D and Wagner, T and Trautmann, Heike}, year={2015}, pages={369–395} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46374
@inproceedings{Grimme_Meisel_Trautmann_Rudolph_Wölck_2015, place={Münster, Germany}, title={Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle}, booktitle={Proceedings of the European Conference On Information Systems}, author={Grimme, C and Meisel, S and Trautmann, Heike and Rudolph, G and Wölck, M}, year={2015} }
LibreCat
2015 | Journal Article | LibreCat-ID: 46380
@article{Mersmann_Preuss_Trautmann_Bischl_Weihs_2015, title={Analyzing the BBOB Results by Means of Benchmarking Concepts}, volume={23}, number={1}, journal={Evolutionary Computation Journal}, author={Mersmann, O and Preuss, M and Trautmann, Heike and Bischl, B and Weihs, C}, year={2015}, pages={161–185} }
LibreCat
2015 | Conference Paper | LibreCat-ID: 46377
@inproceedings{Meisel_Grimme_Bossek_Wölck_Rudolph_Trautmann_2015, place={Madrid, Spain}, title={Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle}, DOI={10.1145/2739480.2754705}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15)}, author={Meisel, Stephan and Grimme, Christian and Bossek, Jakob and Wölck, Martin and Rudolph, Guenter and Trautmann, Heike}, year={2015}, pages={425–432} }
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46381
@inbook{Kerschke_Preuss_Hernández_Schütze_Sun_Grimme_Rudolph_Bischl_Trautmann_2014, place={Cham}, series={Advances in Intelligent Systems and Computing}, title={Cell Mapping Techniques for Exploratory Landscape Analysis}, volume={288}, DOI={10.1007/978-3-319-07494-8_9}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Kerschke, Pascal and Preuss, Mike and Hernández, Carlos and Schütze, Oliver and Sun, Jian-Qiao and Grimme, Christian and Rudolph, Günter and Bischl, Bernd and Trautmann, Heike}, editor={Tantar, Alexandru-Adrian and Tantar, Emilia and Sun, Jian-Qiao and Zhang, Wei and Ding, Qian and Schütze, Oliver and Emmerich, Michael T M and Legrand, Pierrick and Del, Moral Pierre and Coello, Coello Carlos A}, year={2014}, pages={115–131}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46382
@inbook{Rudolph_Schütze_Grimme_Trautmann_2014, series={Advances in Intelligent Systems and Computing}, title={A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets}, volume={288}, DOI={10.1007/978-3-319-07494-8_18}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Rudolph, G and Schütze, O and Grimme, C and Trautmann, Heike}, editor={Tantar, A and Tantar, E and Sun, J and Zhang, W and Ding, Q and Schütze, O and Emmerich, M and Legrand, P and Del, Moral P and Coello, Coello CA}, year={2014}, pages={261–273}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2014 | Conference Paper | LibreCat-ID: 46383
@inproceedings{Rudolph_Grimme_Schütze_Trautmann_2014, place={Gainesville, Florida, USA}, series={Lecture Notes in Computer Science}, title={An Aspiration Set EMOA Based on Averaged Hausdorff Distances}, volume={8426}, booktitle={Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8)}, publisher={Springer}, author={Rudolph, Günter and Grimme, Christian and Schütze, Oliver and Trautmann, Heike}, year={2014}, pages={153–156}, collection={Lecture Notes in Computer Science} }
LibreCat
2014 | Conference Paper | LibreCat-ID: 46384
@inproceedings{Wessing_Preuss_Trautmann_2014, place={Ljubljana, Slovenia}, series={Lecture Notes in Computer Science}, title={Stopping Criteria for Multimodal Optimization}, volume={8672}, DOI={10.1007/978-3-319-10762-2_14}, booktitle={Proceedings of the Parallel Problem Solving from Nature — PPSN XIII}, publisher={Springer}, author={Wessing, S and Preuss, M and Trautmann, Heike}, editor={Bartz-Beielstein, T and Branke, J and Filipic, B and Smith, J}, year={2014}, pages={141–150}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2013 | Book Chapter | LibreCat-ID: 46385
@inbook{Sosa_Schütze_Rudolph_Trautmann_2013, series={Advances in Intelligent Systems and Computing}, title={The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume}, volume={227}, DOI={10.1007/978-3-319-01128-8_13}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV}, publisher={Springer International Publishing}, author={Sosa, Hernández V and Schütze, O and Rudolph, G and Trautmann, Heike}, editor={Emmerich, M and Deutz, A and Schuetze, O and Bäck, T and Tantar, A and Moral, PD and Legrand, P and Bouvry, P and Coello, CA}, year={2013}, pages={189–205}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2013 | Book Chapter | LibreCat-ID: 46386
@inbook{Trautmann_Rudolph_Dominguez-Medina_Schütze_2013, series={Advances in Intelligent Systems and Computing}, title={Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems}, volume={175}, DOI={10.1007/978-3-642-31519-0_6}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Rudolph, G and Dominguez-Medina, C and Schütze, O}, editor={Schütze, O and Coello, Coello CA and Tantar, A and Tantar, E and Bouvry, P and Del, Moral P and Legrand, P}, year={2013}, pages={89–105}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46388
@inproceedings{Nallaperuma_Wagner_Neumann_Bischl_Mersmann_Trautmann_2013, place={New York, NY, USA}, series={FOGA XII ’13}, title={A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem}, DOI={10.1145/2460239.2460253}, booktitle={Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII}, publisher={Association for Computing Machinery}, author={Nallaperuma, Samadhi and Wagner, Markus and Neumann, Frank and Bischl, Bernd and Mersmann, Olaf and Trautmann, Heike}, year={2013}, pages={147–160}, collection={FOGA XII ’13} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46390
@inproceedings{Rudolph_Trautmann_Sengupta_Schütze_2013, series={Lecture Notes in Computer Science}, title={Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation}, volume={7811}, DOI={https://doi.org/10.1007/978-3-642-37140-0_34}, booktitle={Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings}, publisher={Springer}, author={Rudolph, G and Trautmann, Heike and Sengupta, S and Schütze, O}, editor={Purshouse, RC and Fleming, PJ and Fonseca, CM and Greco, S and Shaw, J}, year={2013}, pages={443–458}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46391
@inproceedings{Sosa-Hernandez_Schütze_Rudoph_Trautmann_2013, place={New York, NY, USA}, series={GECCO ’13 Companion}, title={Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms}, DOI={10.1145/2464576.2482756}, booktitle={Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion}, publisher={ACM}, author={Sosa-Hernandez, VA and Schütze, O and Rudoph, G and Trautmann, Heike}, year={2013}, pages={1699–1702}, collection={GECCO ’13 Companion} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46387
@inproceedings{Dominguez-Medina_Rudolph_Schütze_Trautmann_2013, place={Cancun, Mexico}, title={Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique}, DOI={https://doi.org/10.1109/CEC.2013.6557960}, booktitle={Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)}, author={Dominguez-Medina, C and Rudolph, G and Schütze, O and Trautmann, Heike}, year={2013}, pages={3190–3197} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46389
@inproceedings{Preuss_Kozakowski_Hagelbäck_Trautmann_2013, title={Reactive strategy choice in StarCraft by means of Fuzzy Control}, DOI={10.1109/CIG.2013.6633627}, booktitle={2013 IEEE Conference on Computational Inteligence in Games (CIG)}, author={Preuss, Mike and Kozakowski, Daniel and Hagelbäck, Johan and Trautmann, Heike}, year={2013}, pages={1–8} }
LibreCat
| DOI
2013 | Journal Article | LibreCat-ID: 46395
@article{Trautmann_Wagner_Biermann_Weihs_2013, title={Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index}, volume={20}, DOI={https://doi.org/10.1002/mcda.1503}, number={5–6}, journal={Journal of Multi-Criteria Decision Analysis}, author={Trautmann, Heike and Wagner, T and Biermann, D and Weihs, C}, year={2013}, pages={319–337} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46393
@inproceedings{Wagner_Trautmann_Brockhoff_2013, place={Berlin, Heidelberg}, title={Preference Articulation by Means of the R2 Indicator}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Brockhoff, Dimo}, editor={Purshouse, Robin C. and Fleming, Peter J. and Fonseca, Carlos M. and Greco, Salvatore and Shaw, Jane}, year={2013}, pages={81–95} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 46392
@inproceedings{Trautmann_Wagner_Brockhoff_2013, place={Berlin, Heidelberg}, title={R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection}, booktitle={Learning and Intelligent Optimization}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Wagner, Tobias and Brockhoff, Dimo}, editor={Nicosia, Giuseppe and Pardalos, Panos}, year={2013}, pages={70–74} }
LibreCat
2013 | Journal Article | LibreCat-ID: 46394
@article{Mersmann_Bischl_Trautmann_Wagner_Bossek_Neumann_2013, title={A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem}, volume={69}, journal={Annals of Mathematics and Artificial Intelligence}, author={Mersmann, O and Bischl, B and Trautmann, Heike and Wagner, M and Bossek, Jakob and Neumann, F}, year={2013}, pages={151–182} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 46397
@inproceedings{Brockhoff_Wagner_Trautmann_2012, place={New York, NY, USA}, series={GECCO ’12}, title={On the Properties of the R2 Indicator}, DOI={10.1145/2330163.2330230}, booktitle={Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Brockhoff, Dimo and Wagner, Tobias and Trautmann, Heike}, year={2012}, pages={465–472}, collection={GECCO ’12} }
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 46396
@inproceedings{Bischl_Mersmann_Trautmann_Preuß_2012, place={New York, NY, USA}, series={GECCO ’12}, title={Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning}, DOI={10.1145/2330163.2330209}, booktitle={Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Bischl, Bernd and Mersmann, Olaf and Trautmann, Heike and Preuß, Mike}, year={2012}, pages={313–320}, collection={GECCO ’12} }
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46399
@article{Bischl_Mersmann_Trautmann_Weihs_2012, title={Resampling Methods in Model Validation}, volume={20}, DOI={10.1162/EVCO_a_00069}, number={2}, journal={Evolutionary Computation Journal}, author={Bischl, B and Mersmann, O and Trautmann, Heike and Weihs, C}, year={2012}, pages={249–275} }
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46400
@article{Rudolph_Trautmann_Schütze_2012, title={Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen}, volume={60}, DOI={10.1524/auto.2012.1033}, journal={at-Automatisierungstechnik}, author={Rudolph, G and Trautmann, Heike and Schütze, O}, year={2012}, pages={610–621} }
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 46398
@inproceedings{Mersmann_Bischl_Bossek_Trautmann_Wagner_Neumann_2012, place={Berlin, Heidelberg}, title={Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness}, DOI={https://doi.org/10.1007/978-3-642-34413-8_9}, booktitle={Learning and Intelligent Optimization}, publisher={Springer Berlin Heidelberg}, author={Mersmann, Olaf and Bischl, Bernd and Bossek, Jakob and Trautmann, Heike and Wagner, Markus and Neumann, Frank}, editor={Hamadi, Youssef and Schoenauer, Marc}, year={2012}, pages={115–129} }
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46401
@inproceedings{Mersmann_Bischl_Trautmann_Preuss_Weihs_Rudolph_2011, place={New York, NY, USA}, series={GECCO ’11}, title={Exploratory Landscape Analysis}, DOI={10.1145/2001576.2001690}, booktitle={Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Mersmann, Olaf and Bischl, Bernd and Trautmann, Heike and Preuss, Mike and Weihs, Claus and Rudolph, Günter}, year={2011}, pages={829–836}, collection={GECCO ’11} }
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46402
@inproceedings{Wagner_Trautmann_Martí_2011, place={Berlin, Heidelberg}, title={A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms}, DOI={https://doi.org/10.1007/978-3-642-19893-9_2}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Martí, Luis}, editor={Takahashi, Ricardo H. C. and Deb, Kalyanmoy and Wanner, Elizabeth F. and Greco, Salvatore}, year={2011}, pages={16–30} }
LibreCat
| DOI
2011 | Journal Article | LibreCat-ID: 46403
@article{Naujoks_Trautmann_Wessing_Weihs_2011, title={Advanced concepts for multi-objective evolutionary optimization in aircraft industry}, volume={225}, DOI={10.1177/0954410011414120}, number={10}, journal={Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering}, author={Naujoks, B and Trautmann, Heike and Wessing, S and Weihs, C}, year={2011}, pages={1081–1096} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46408
@inproceedings{Mostaghim_Trautmann_Mersmann_2010, place={Berlin, Heidelberg}, title={Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities}, DOI={https://doi.org/10.1007/978-3-642-15871-1_11}, booktitle={Parallel Problem Solving from Nature, PPSN XI}, publisher={Springer Berlin Heidelberg}, author={Mostaghim, Sanaz and Trautmann, Heike and Mersmann, Olaf}, editor={Schaefer, Robert and Cotta, Carlos and Kołodziej, Joanna and Rudolph, Günter}, year={2010}, pages={101–110} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46405
@inproceedings{Mersmann_Preuss_Trautmann_2010, place={Berlin, Heidelberg}, series={PPSN’10}, title={Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis}, booktitle={Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I}, publisher={Springer-Verlag}, author={Mersmann, Olaf and Preuss, Mike and Trautmann, Heike}, year={2010}, pages={73–82}, collection={PPSN’10} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46406
@inproceedings{Mersmann_Trautmann_Naujoks_Weihs_2010, series={Lecture Notes in Computer Science}, title={On the Distribution of EMOA Hypervolumes}, volume={6073}, booktitle={Learning and Intelligent Optimization, 4$^th$ International Conference, LION 4, Venice, Italy}, publisher={Springer}, author={Mersmann, O and Trautmann, Heike and Naujoks, B and Weihs, C}, editor={Blum, C and Battiti, R}, year={2010}, pages={333–337}, collection={Lecture Notes in Computer Science} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
@inproceedings{Mersmann_Trautmann_Naujoks_Weihs_2010, title={Benchmarking evolutionary multiobjective optimization algorithms}, DOI={10.1109/CEC.2010.5586241}, booktitle={IEEE Congress on Evolutionary Computation}, author={Mersmann, Olaf and Trautmann, Heike and Naujoks, Boris and Weihs, Claus}, year={2010}, pages={1–8} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46404
@inproceedings{Ding_Wessing_Trautmann_Mehnen_Naujoks_2010, place={Capri, Italy}, title={Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing}, booktitle={Proceedings of the 7$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’10)}, publisher={Copyright C.O.C. Com. org. Conv.}, author={Ding, J and Wessing, S and Trautmann, Heike and Mehnen, J and Naujoks, B}, editor={Teti, R}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46409
@inproceedings{Voß_Trautmann_Igel_2010, place={Berlin, Heidelberg}, title={New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization}, DOI={https://doi.org/10.1007/978-3-642-15871-1_27}, booktitle={Parallel Problem Solving from Nature, PPSN XI}, publisher={Springer Berlin Heidelberg}, author={Voß, Thomas and Trautmann, Heike and Igel, Christian}, editor={Schaefer, Robert and Cotta, Carlos and Kołodziej, Joanna and Rudolph, Günter}, year={2010}, pages={260–269} }
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46412
@article{Wagner_Trautmann_2010, title={Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions}, volume={14}, DOI={10.1109/TEVC.2010.2058119}, number={5}, journal={IEEE Transactions on Evolutionary Computation}, author={Wagner, Tobias and Trautmann, Heike}, year={2010}, pages={688–701} }
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46411
@article{Azene_Roy_Farrugia_Onisa_Mehnen_Trautmann_2010, title={Work roll cooling system design optimisation in presence of uncertainty and constrains}, volume={2}, DOI={https://doi.org/10.1016/j.cirpj.2010.06.001}, number={4}, journal={CIRP Journal of Manufacturing Science and Technology}, author={Azene, Y.T. and Roy, R. and Farrugia, D. and Onisa, C. and Mehnen, J. and Trautmann, Heike}, year={2010}, pages={290–298} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46410
@inproceedings{Wagner_Trautmann_2010, title={Online convergence detection for evolutionary multi-objective algorithms revisited}, DOI={10.1109/CEC.2010.5586474}, booktitle={IEEE Congress on Evolutionary Computation}, author={Wagner, Tobias and Trautmann, Heike}, year={2010}, pages={1–8} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46414
@inproceedings{Wagner_Trautmann_Naujoks_2009, place={Berlin, Heidelberg}, title={OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing}, DOI={https://doi.org/10.1007/978-3-642-01020-0_19}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Naujoks, Boris}, editor={Ehrgott, Matthias and Fonseca, Carlos M. and Gandibleux, Xavier and Hao, Jin-Kao and Sevaux, Marc}, year={2009}, pages={198–215} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46415
@inproceedings{Trautmann_Mehnen_Naujoks_2009, title={Pareto-dominance in noisy environments}, DOI={10.1109/CEC.2009.4983338}, booktitle={2009 IEEE Congress on Evolutionary Computation}, author={Trautmann, Heike and Mehnen, Jorn and Naujoks, Boris}, year={2009}, pages={3119–3126} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46413
@inproceedings{Naujoks_Trautmann_2009, title={Online convergence detection for multiobjective aerodynamic applications}, DOI={10.1109/CEC.2009.4982966}, booktitle={2009 IEEE Congress on Evolutionary Computation}, author={Naujoks, Boris and Trautmann, Heike}, year={2009}, pages={332–339} }
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46416
@article{Trautmann_Mehnen_2009, title={Statistical Methods for Improving Multi-objective Evolutionary Optimisation}, volume={5}, number={2}, journal={International Journal of Computational Intelligence Research}, author={Trautmann, Heike and Mehnen, J}, year={2009}, pages={72–78} }
LibreCat
2009 | Journal Article | LibreCat-ID: 46417
@article{Trautmann_Mehnen_2009, title={Preference-based Pareto optimization in certain and noisy environments}, volume={41}, DOI={10.1080/03052150802347926}, number={1}, journal={Engineering Optimization}, publisher={Taylor & Francis}, author={Trautmann, Heike and Mehnen, Jörn}, year={2009}, pages={23–38} }
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46418
@article{Trautmann_Wagner_Naujoks_Preuss_Mehnen_2009, title={Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms}, volume={17}, DOI={10.1162/evco.2009.17.4.17403}, number={4}, journal={Evolutionary Computation}, author={Trautmann, Heike and Wagner, T. and Naujoks, B. and Preuss, M. and Mehnen, J.}, year={2009}, pages={493–509} }
LibreCat
| DOI
2008 | Conference Paper | LibreCat-ID: 46419
@inproceedings{Mehnen_Trautmann_2008, place={Naples, Italy}, title={Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing}, booktitle={Proceedings of the 6$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’08)}, publisher={Copyright C.O.C. Com. org. Conv.}, author={Mehnen, J and Trautmann, Heike}, editor={Teti, R}, year={2008} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 46420
@inproceedings{Trautmann_Ligges_Mehnen_Preuss_2008, place={Berlin, Heidelberg}, title={A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing}, booktitle={Parallel Problem Solving from Nature – PPSN X}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Ligges, Uwe and Mehnen, Jörn and Preuss, Mike}, editor={Rudolph, Günter and Jansen, Thomas and Beume, Nicola and Lucas, Simon and Poloni, Carlo}, year={2008}, pages={825–836} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 46421
@inproceedings{Mehnen_Trautmann_Tiwari_2007, title={Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes}, DOI={10.1109/CEC.2007.4424810}, booktitle={2007 IEEE Congress on Evolutionary Computation}, author={Mehnen, Jorn and Trautmann, Heike and Tiwari, Ashutosh}, year={2007}, pages={2687–2694} }
LibreCat
| DOI
2006 | Journal Article | LibreCat-ID: 46423
@article{Trautmann_Weihs_2006, title={On the Distribution of the Desirability Index using Harrington’s Desirability Function}, volume={63}, DOI={10.1007/s00184-005-0012-0}, number={2}, journal={Metrika}, author={Trautmann, Heike and Weihs, C}, year={2006}, pages={207–213} }
LibreCat
| DOI
2006 | Conference Paper | LibreCat-ID: 46422
@inproceedings{Mehnen_Trautmann_2006, place={Ischia, Italy}, title={Integration of Expert’s Preferences in Pareto Optimization by Desirability Function Techniques}, booktitle={CIRP ICME ’06) — Proceedings of the 5$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering}, publisher={C.O.C. Com. org. Conv. CIRP ICME ’06}, author={Mehnen, J and Trautmann, Heike}, editor={Teti, R}, year={2006}, pages={293–298} }
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153 Publications
2025 | Journal Article | LibreCat-ID: 59073
@article{Rook_Benjamins_Bossek_Trautmann_Hoos_Lindauer_2025, title={MO-SMAC: Multi-objective Sequential Model-based Algorithm Configuration}, DOI={10.1162/evco_a_00371}, journal={Evolutionary Computation}, author={Rook, Jeroen G. and Benjamins, Carolin and Bossek, Jakob and Trautmann, Heike and Hoos, Holger H. and Lindauer, Marius}, year={2025}, pages={1–25} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60219
@inproceedings{Vermetten_Rook_Preuß_de Nobel_Doerr_López-Ibáñez_Trautmann_Bäck_2025, series={Lecture Notes in Computer Science}, title={MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler}, volume={15512}, DOI={10.1007/978-981-96-3506-1_17}, booktitle={Evolutionary Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I}, publisher={Springer}, author={Vermetten, Diederick and Rook, Jeroen and Preuß, Oliver Ludger and de Nobel, Jacob and Doerr, Carola and López-Ibáñez, Manuel and Trautmann, Heike and Bäck, Thomas}, editor={Singh, Hemant K. and Ray, Tapabrata and Knowles, Joshua D. and Li, Xiaodong and Branke, Juergen and Wang, Bing and Oyama, Akira}, year={2025}, pages={242–256}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 60220
@article{Seiler_Kerschke_Trautmann_2025, title={Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems }, DOI={https://doi.org/10.1162/evco_a_00367}, journal={Evolutionary Computation}, author={Seiler, Moritz and Kerschke, Pascal and Trautmann, Heike}, year={2025}, pages={1–27} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60813
@inproceedings{Seiler_Preuß_Trautmann_2025, title={RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces}, DOI={10.1145/3712256.3726478}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Seiler, Moritz and Preuß, Oliver Ludger and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={76–84} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
@inproceedings{Preuß_Mensendiek_Rook_Bossek_Trautmann_2025, title={Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes}, DOI={10.1145/3712256.3726481}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Preuß, Oliver Ludger and Mensendiek, Carolin and Rook, Jeroen and Bossek, Jakob and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={58–66} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60814
@inproceedings{Schede_Seiler_Tierney_Trautmann_2025, title={Deep reinforcement learning for instance-specific algorithm configuration (GECCO Best Paper Award)}, DOI={10.1145/3712256.3726480}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Schede, Elias and Seiler, Moritz and Tierney, Kevin and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={1190–1198} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61032
@inproceedings{Rodriguez-Fernandez_Schäpermeier_Castellanos_Kerschke_Trautmann_Schütze_2025, title={Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={/10.1145/3712255.3734260}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM}, author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Castellanos, Carlos Hernandez and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver}, year={2025}, pages={61–62} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61918
@inproceedings{Rook_Renau_Trautmann_Hart_2025, title={Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances}, DOI={10.1145/3729878.3746615}, booktitle={Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025}, publisher={ACM}, author={Rook, Jeroen and Renau, Quentin and Trautmann, Heike and Hart, Emma}, year={2025}, pages={262–272} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 63053
@article{Hernández_Rodriguez-Fernandez_Schäpermeier_Cuate_Trautmann_Schütze_2025, title={An Evolutionary Approach for the Computation of ∈-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={10.1109/TEVC.2025.3637276}, journal={IEEE Transactions on Evolutionary Computation}, author={Hernández, Carlos and Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Cuate, Oliver and Trautmann, Heike and Schütze, Oliver}, year={2025}, pages={1–1} }
LibreCat
| DOI
2025 | Report | LibreCat-ID: 63633
@book{Eimer_Schäpermeier_Biedenkapp_Tornede_Kotthoff_Leyman_Feurer_Eggensperger_Maile_Tornede_et al._2025, title={Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network}, DOI={DOI:10.48550/arXiv.2512.16491}, author={Eimer, Theresa and Schäpermeier, Lennart and Biedenkapp, André and Tornede, Alexander and Kotthoff, Lars and Leyman, Pieter and Feurer, Matthias and Eggensperger, Katharina and Maile, Kaitlin and Tornede, Tanja and et al.}, year={2025} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54548
@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for Mixed-Variable Problems}, DOI={10.1109/TEVC.2024.3399560}, journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54642
@inproceedings{Dietrich_Prager_Doerr_Trautmann_2024, place={Cham}, title={Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII}, publisher={Springer International Publishing}, author={Dietrich, K. and Prager, R. and Doerr, C. and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024}, pages={1–14} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 54643
@inproceedings{Seiler_Skvorc_Cenikj_Doerr_Trautmann_2024, place={Cham}, title={Learned Features vs. Classical ELA on Affine BBOB Functions}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII}, publisher={Springer International Publishing}, author={Seiler, Moritz and Skvorc, Urban and Cenikj, G and Doerr, C and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024}, pages={1–14} }
LibreCat
2024 | Book Chapter | LibreCat-ID: 52759
@inbook{Preuß_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} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 52749
@inproceedings{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={Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55649
@inproceedings{Rook_Hoos_Trautmann_2024, title={Multi-objective Ranking using Bootstrap Resampling}, DOI={10.1145/3638530.3654436}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher={ACM}, author={Rook, Jeroen and Hoos, Holger H. and Trautmann, Heike}, editor={Li, Xiaodong and Handl, Julia}, year={2024}, pages={155–158} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 56221
@article{Rodriguez-Fernandez_Schäpermeier_Hernández_Kerschke_Trautmann_Schütze_2024, title={Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization}, DOI={10.1109/TEVC.2024.3458855}, journal={IEEE Transactions on Evolutionary Computation}, author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Hernández, Carlos and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver}, year={2024}, pages={1–1} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58335
@inproceedings{Seiler_Skvorc_Doerr_Trautmann_2024, series={Lecture Notes in Computer Science}, title={Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection}, volume={14990}, DOI={10.1007/978-3-031-75623-8_29}, booktitle={Learning and Intelligent Optimization - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers}, publisher={Springer}, author={Seiler, Moritz and Skvorc, Urban and Doerr, Carola and Trautmann, Heike}, editor={Festa, Paola and Ferone, Daniele and Pastore, Tommaso and Pisacane, Ornella}, year={2024}, pages={361–376}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58338
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III}, volume={15150}, DOI={10.1007/978-3-031-70071-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58336
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I}, volume={15148}, DOI={10.1007/978-3-031-70055-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58339
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV}, volume={15151}, DOI={10.1007/978-3-031-70085-9}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58337
@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II}, volume={15149}, DOI={10.1007/978-3-031-70068-2}, publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60131
@inproceedings{Preuß_Rook_Trautmann_2024, series={Lecture Notes in Computer Science}, title={On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems}, volume={14634}, DOI={10.1007/978-3-031-56852-7_20}, booktitle={Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I}, publisher={Springer}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike}, editor={Smith, Stephen L. and Correia, João and Cintrano, Christian}, year={2024}, pages={305–321}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60132
@inproceedings{Seiler_Skvorc_Cenikj_Doerr_Trautmann_2024, series={Lecture Notes in Computer Science}, title={Learned Features vs. Classical ELA on Affine BBOB Functions}, volume={15149}, DOI={10.1007/978-3-031-70068-2_9}, booktitle={Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II}, publisher={Springer}, author={Seiler, Moritz and Skvorc, Urban and Cenikj, Gjorgjina and Doerr, Carola and Trautmann, Heike}, editor={Affenzeller, Michael and Winkler, Stephan M. and Kononova, Anna V. and Trautmann, Heike and Tusar, Tea and Machado, Penousal and Bäck, Thomas}, year={2024}, pages={137–153}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 59283
@article{Prager_Trautmann_2024, title={Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python}, volume={32}, DOI={10.1162/EVCO_A_00341}, number={3}, journal={Evol. Comput.}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2024}, pages={211–216} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47522
@inproceedings{Prager_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 46297
@inproceedings{Prager_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} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 46298
@inproceedings{Schäpermeier_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} }
LibreCat
2023 | Journal Article | LibreCat-ID: 46299
@article{Prager_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52530
@inproceedings{Prager_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} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 46310
@article{Heins_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} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48898
@inproceedings{Seiler_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 and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, pages={361–368} }
LibreCat
| DOI
2022 | Book Chapter | LibreCat-ID: 46300
@inbook{Niemann_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46301
@inproceedings{Assenmacher_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} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46316
@article{Assenmacher_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46306
@inproceedings{Schneider_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 Tušar, Tea}, year={2022}, pages={575–589} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46308
@article{Aspar_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} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52532
@article{Rodrigues_Kerschke_Pereira_Trautmann_Wagner_Hellingrath_Polpo_2022, title={Estimation of component reliability from superposed renewal processes by means of latent variables}, volume={37}, DOI={10.1007/S00180-021-01124-0}, number={1}, journal={Comput. Stat.}, author={Rodrigues, Agatha S. and Kerschke, Pascal and Pereira, Carlos Alberto De Bragança and Trautmann, Heike and Wagner, Carolin and Hellingrath, Bernd and Polpo, Adriano}, year={2022}, pages={355–379} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46307
@inproceedings{Seiler_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 and Prager, Raphael Patrick and Kerschke, Pascal and Trautmann, Heike}, year={2022}, pages={657–665} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46304
@inproceedings{Prager_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 and Trautmann, Heike and Kerschke, Pascal}, editor={Rudolph, Günter and Kononova, Anna V. and Aguirre, Hernán and Kerschke, Pascal and Ochoa, Gabriela and Tušar, Tea}, year={2022}, pages={3–17} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46303
@inproceedings{Pohl_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 and Trautmann, Heike and Grimme, Christian}, editor={the Advancement of Artificial Intelligence (AAAI) Association, for}, year={2022}, pages={1–10} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46309
@article{Clever_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} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46305
@inproceedings{Rook_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, Jakob and Grimme, C}, editor={Fieldsend, J and Wagner, M.}, year={2022}, pages={356–359–356–359}, collection={GECCO ’22} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46302
@inproceedings{Heins_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, Jakob and Trautmann, Heike}, editor={Rudolph, G and Kononova, AV and Aguirre, H and Kerschke, P and Ochoa, G and Tušar, T}, year={2022}, pages={192–206} }
LibreCat
2021 | Journal Article | LibreCat-ID: 46318
@article{Grimme_Kerschke_Aspar_Trautmann_Preuss_Deutz_Wang_Emmerich_2021, title={Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization}, volume={136}, DOI={https://doi.org/10.1016/j.cor.2021.105489}, journal={Computers & Operations Research}, author={Grimme, Christian and Kerschke, Pascal and Aspar, Pelin and Trautmann, Heike and Preuss, Mike and Deutz, André H. and Wang, Hao and Emmerich, Michael}, year={2021}, pages={105489} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46311
@inproceedings{Aspar_Kerschke_Steinhoff_Trautmann_Grimme_2021, place={Heidelberg, Berlin}, title={Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization}, DOI={10.1007/978-3-030-72062-9_25}, booktitle={Evolutionary Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings}, publisher={Springer}, author={Aspar, Pelin and Kerschke, Pascal and Steinhoff, Vera and Trautmann, Heike and Grimme, Christian}, editor={et al. Ishibuchi, H.}, year={2021}, pages={311–322} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 46317
@article{Coombs_Stacey_Kawalek_Simeonova_Becker_Bergener_Carvalho_Fantinato_Garmann-Johnsen_Grimme_et al._2021, title={What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A European Perspective}, volume={58}, DOI={10.1016/j.ijinfomgt.2021.102311}, journal={International Journal of Information Management}, author={Coombs, Crispin and Stacey, Patrick and Kawalek, Peter and Simeonova, Boyka and Becker, Jörg and Bergener, Katrin and Carvalho, João Álvaro and Fantinato, Marcelo and Garmann-Johnsen, Niels F. and Grimme, Christian and et al.}, year={2021} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46315
@inproceedings{Prager_Seiler_Trautmann_Kerschke_2021, title={Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization}, DOI={10.1109/SSCI50451.2021.9660174}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Prager, Raphael Patrick and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, year={2021}, pages={1–8} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46312
@inproceedings{Assenmacher_Niemann_Müller_Seiler_Riehle_Trautmann_2021, place={Virtual Event}, title={RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets}, booktitle={Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021)}, author={Assenmacher, Dennis and Niemann, Marco and Müller, Kilian and Seiler, Moritz and Riehle, Dennis M. and Trautmann, Heike}, year={2021}, pages={1–14} }
LibreCat
2021 | Conference Paper | LibreCat-ID: 46313
@inproceedings{Heins_Bossek_Pohl_Seiler_Trautmann_Kerschke_2021, place={Dornbirn, Austria}, title={On the Potential of Normalized TSP Features for Automated Algorithm Selection}, DOI={10.1145/3450218.3477308}, booktitle={Proceedings of the 16$^th$ ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI)}, publisher={Association for Computing Machinery}, author={Heins, Jonathan and Bossek, Jakob and Pohl, Janina and Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, editor={Computing Machinery Association, for}, year={2021}, pages={1–15} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46319
@inproceedings{Assenmacher_Adam_Trautmann_Grimme_2020, place={Florida, USA}, title={Towards Real-Time and Unsupervised Campaign Detection in Social Media}, booktitle={Proceedings of the Florida Artificial Intelligence Research Society Conference}, author={Assenmacher, D and Adam, L and Trautmann, Heike and Grimme, C}, year={2020} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46328
@inproceedings{Prager_Trautmann_Wang_Bäck_Kerschke_2020, place={Canberra, Australia}, title={Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis}, DOI={10.1109/SSCI47803.2020.9308510}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Prager, Raphael Patrick and Trautmann, Heike and Wang, Hao and Bäck, Thomas H. W. and Kerschke, Pascal}, year={2020}, pages={996–1003} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46320
@inproceedings{Assenmacher_Clever_Pohl_Trautmann_Grimme_2020, place={Cham}, title={A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media}, DOI={10.1007/978-3-030-49570-1_14}, booktitle={Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis}, publisher={Springer International Publishing}, author={Assenmacher, D and Clever, L and Pohl, JS and Trautmann, Heike and Grimme, C}, editor={Meiselwitz, G}, year={2020}, pages={201–214} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46325
@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Würzburg, Germany}, title={Towards Automated Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-43823-4_12}, booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={137–143} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46321
@inproceedings{Assenmacher_Frischlich _Trautmann_Grimme_Adam_2020, place={Wiesbaden}, series={Lecture Notes in Computer Science}, title={Inside the tool set of automation: Free social bot code revisited}, booktitle={Disinformation in open online media}, publisher={Springer}, author={Assenmacher, Dennis and Frischlich , Lena and Trautmann, Heike and Grimme, Christian and Adam, Lena}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={101–114}, collection={Lecture Notes in Computer Science} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46326
@inproceedings{Carnein_Trautmann_Bifet_Pfahringer_2020, place={Athens, Greece}, title={confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms}, DOI={10.1007/978-3-030-53552-0_10}, booktitle={Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020)}, author={Carnein, Matthias and Trautmann, Heike and Bifet, Albert and Pfahringer, Bernhard}, year={2020}, pages={80–95} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46327
@inproceedings{Lena_Frischlich_Trautmann_Grimme_2020, place={Hamburg, Deutschland}, title={Automated detection of nostalgic text in the context of societal pessimism}, booktitle={Disinformation in open online media}, author={Lena, Clever and Frischlich, Lena and Trautmann, Heike and Grimme, Christian}, editor={Grimme, Christian and Preuß, Mike and Takes, Frank and Waldherr, Annie}, year={2020}, pages={48–58} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46329
@inproceedings{Riehle_Niemann_Brunk_Assenmacher_Trautmann_Becker_2020, place={Cham}, title={Building an Integrated Comment Moderation System – Towards a Semi-automatic Moderation Tool}, booktitle={Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing}, publisher={Springer International Publishing}, author={Riehle, Dennis M. and Niemann, Marco and Brunk, Jens and Assenmacher, Dennis and Trautmann, Heike and Becker, Jörg}, editor={Meiselwitz, Gabriele}, year={2020}, pages={71–86} }
LibreCat
2020 | Journal Article | LibreCat-ID: 46333
@article{Assenmacher_Clever_Frischlich_Quandt_Trautmann_Grimme_2020, title={Demystifying Social Bots: On the Intelligence of Automated Social Media Actors}, volume={6}, DOI={10.1177/2056305120939264}, number={3}, journal={Social Media + Society}, author={Assenmacher, Dennis and Clever, Lena and Frischlich, Lena and Quandt, Thorsten and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2056305120939264} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46332
@inproceedings{Steinhoff_Kerschke_Aspar_Trautmann_Grimme_2020, place={Canberra, Australia}, title={Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent}, DOI={10.1109/SSCI47803.2020.9308259}, booktitle={Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)}, author={Steinhoff, Vera and Kerschke, Pascal and Aspar, Pelin and Trautmann, Heike and Grimme, Christian}, year={2020}, pages={2445–2452} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46331
@inproceedings{Seiler_Trautmann_Kerschke_2020, place={Glasgow, UK}, title={Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries}, DOI={10.1109/IJCNN48605.2020.9207338}, booktitle={Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, author={Seiler, Moritz and Trautmann, Heike and Kerschke, Pascal}, year={2020}, pages={1–8} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46330
@inproceedings{Seiler_Pohl_Bossek_Kerschke_Trautmann_2020, place={Leiden, The Netherlands}, title={Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem}, DOI={10.1007/978-3-030-58112-1_4}, booktitle={Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)}, author={Seiler, Moritz and Pohl, Janina and Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, editor={Bäck, Thomas and Preuss, Mike and Deutz, André and Wang, Hao and Doerr, Carola and Emmerich, Michael and Trautmann, Heike}, year={2020}, pages={48–64} }
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 46334
@article{Bossek_Kerschke_Trautmann_2020, title={A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms}, volume={88}, DOI={https://doi.org/10.1016/j.asoc.2019.105901}, journal={Applied Soft Computing}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={105901} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46322
@inproceedings{Bossek_Grimme_Rudolph_Trautmann_2020, place={Glasgow, UK}, title={Towards Decision Support in Dynamic Bi-Objective Vehicle Routing}, DOI={10.1109/CEC48606.2020.9185778}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, author={Bossek, Jakob and Grimme, Christian and Rudolph, Günter and Trautmann, Heike}, year={2020}, pages={1–8} }
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46324
@inproceedings{Bossek_Kerschke_Trautmann_2020, place={Glasgow, UK}, title={Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, publisher={IEEE}, author={Bossek, Jakob and Kerschke, Pascal and Trautmann, Heike}, year={2020}, pages={1–8} }
LibreCat
2020 | Conference Paper | LibreCat-ID: 46323
@inproceedings{Bossek_Grimme_Trautmann_2020, place={Cancun, Mexico}, title={Dynamic Bi-Objective Routing of Multiple Vehicles}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20)}, publisher={ACM}, author={Bossek, Jakob and Grimme, Christian and Trautmann, Heike}, year={2020}, pages={166–174} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46343
@inproceedings{Grimme_Kerschke_Trautmann_2019, place={East Lansing, MI, USA}, series={Lecture Notes in Computer Science}, title={Multimodality in Multi-Objective Optimization — More Boon than Bane?}, volume={11411}, DOI={10.1007/978-3-030-12598-1_11}, booktitle={Proceedings of the 10$^th$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)}, publisher={Springer}, author={Grimme, Christian and Kerschke, Pascal and Trautmann, Heike}, editor={Deb, Kalyanmoy and Goodman, Erik and Coello, Coello Carlos A. and Klamroth, Kathrin and Miettinen, Kaisa and Mostaghim, Sanaz and Reed, Patrick}, year={2019}, pages={126–138}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46345
@article{Kerschke_Hoos_Neumann_Trautmann_2019, title={Automated Algorithm Selection: Survey and Perspectives}, volume={27}, DOI={10.1162/evco_a_00242}, number={1}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Hoos, Holger H and Neumann, Frank and Trautmann, Heike}, year={2019}, pages={3–45} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46344
@article{Carnein_Trautmann_2019, title={Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms}, volume={61}, number={3}, journal={Business and Information Systems Engineering (BISE)}, author={Carnein, Matthias and Trautmann, Heike}, year={2019}, pages={277–297} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46340
@inproceedings{Carnein_Homann_Trautmann_Vossen_2019, place={Moscow, Russia}, title={A Recommender System Based on Omni-Channel Customer Data}, booktitle={Proceedings of the 21$^st$ IEEE Conference on Business Informatics (CBI’ 19)}, author={Carnein, Matthias and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried}, year={2019}, pages={65–74} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46341
@inproceedings{Carnein_Trautmann_2019, place={Macau, China}, title={Customer Segmentation Based on Transactional Data Using Stream Clustering}, booktitle={Proceedings of the 23$^rd$ Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD ’19)}, author={Carnein, Matthias and Trautmann, Heike}, year={2019}, pages={280–292} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 46342
@inproceedings{Grimme_Kerschke_Emmerich_Preuss_Deutz_Trautmann_2019, place={Leiden, The Netherlands}, title={Sliding to the Global Optimum: How to Benefit from Non-Global Optima in Multimodal Multi-Objective Optimization}, DOI={10.1063/1.5090019}, booktitle={AIP Conference Proceedings}, publisher={AIP Publishing}, author={Grimme, Christian and Kerschke, Pascal and Emmerich, Michael T M and Preuss, Mike and Deutz, André H and Trautmann, Heike}, year={2019}, pages={020052-1-020052–4} }
LibreCat
| DOI
2019 | Book Chapter | LibreCat-ID: 46336
@inbook{Kerschke_Trautmann_2019, title={Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-package flacco}, DOI={10.1007/978-3-030-25147-5_7}, booktitle={Applications in Statistical Computing}, publisher={Springer}, author={Kerschke, Pascal and Trautmann, Heike}, editor={Bauer, Nadja and Ickstadt, Katja and Lübke, Karsten and Szepannek, Gero and Trautmann, Heike and Vichi, Maurizio}, year={2019}, pages={93–123} }
LibreCat
| DOI
2019 | Book | LibreCat-ID: 46335
@book{Trautmann_2019, series={Studies in Classification, Data Analysis, and Knowledge Organization}, title={Applications in Statistical Computing — From Music Data Analysis to Industrial Quality Improvement}, publisher={Springer International Publishing}, author={Trautmann, Heike}, year={2019}, collection={Studies in Classification, Data Analysis, and Knowledge Organization} }
LibreCat
2019 | Journal Article | LibreCat-ID: 46346
@article{Kerschke_Trautmann_2019, title={Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning}, volume={27}, DOI={10.1162/evco_a_00236}, number={1}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Trautmann, Heike}, year={2019}, pages={99–127} }
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46347
@article{Kerschke_Wang_Preuss_Grimme_Deutz_Trautmann_Emmerich_2019, title={Search Dynamics on Multimodal Multi-Objective Problems}, volume={27}, DOI={10.1162/evco_a_00234}, number={4}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Wang, Hao and Preuss, Mike and Grimme, Christian and Deutz, André and Trautmann, Heike and Emmerich, Michael}, year={2019}, pages={577–609} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46339
@inproceedings{Bossek_Kerschke_Neumann_Wagner_Neumann_Trautmann_2019, place={Potsdam, Germany}, title={Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators}, DOI={10.1145/3299904.3340307}, booktitle={Proceedings of the 15$^th$ ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV)}, author={Bossek, Jakob and Kerschke, Pascal and Neumann, Aneta and Wagner, Markus and Neumann, Frank and Trautmann, Heike}, editor={Friedrich, Tobias and Doerr, Carola and Arnold, Dirk}, year={2019}, pages={58–71} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46338
@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2019, place={East Lansing, Michigan, USA}, series={Lecture Notes in Computer Science}, title={Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm}, volume={11411}, DOI={10.1007/978-3-030-12598-1_41}, booktitle={Evolutionary Multi-Criterion Optimization (EMO)}, publisher={Springer International Publishing}, author={Bossek, Jakob and Grimme, Christian and Meisel, Stephan and Rudolph, Günter and Trautmann, Heike}, editor={Deb, Kalyanmoy and Goodman, Erik and Coello, Coello Carlos A. and Klamroth, Kathrin and Miettinen, Kaisa and Mostaghim, Sanaz and Reed, Patrick}, year={2019}, pages={516–528}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46337
@inproceedings{Bossek_Trautmann_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time}, volume={11353}, booktitle={Learning and Intelligent Optimization}, publisher={Springer}, author={Bossek, Jakob and Trautmann, Heike}, editor={Battiti, R and Brunato, M and Kotsireas, I and Pardalos, P}, year={2019}, pages={215–219}, collection={Lecture Notes in Computer Science} }
LibreCat
2018 | Conference Paper | LibreCat-ID: 46350
@inproceedings{van Engelen_van Lier_Takes_Trautmann_2018, place={Dublin, Ireland}, title={Accurate WiFi based indoor positioning with continuous location sampling}, booktitle={Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD)}, publisher={Springer}, author={van Engelen, J.E. and van Lier, J.J. and Takes, F.W. and Trautmann, Heike}, year={2018}, pages={524–540} }
LibreCat
2018 | Journal Article | LibreCat-ID: 46351
@article{Carnein_Trautmann_2018, title={evoStream — Evolutionary Stream Clustering Utilizing Idle Times}, volume={14}, DOI={10.1016/j.bdr.2018.05.005}, journal={Big Data Research}, author={Carnein, Matthias and Trautmann, Heike}, year={2018}, pages={101–111} }
LibreCat
| DOI
2018 | Journal Article | LibreCat-ID: 46353
@article{Li_Wang_Trautmann_Jing_Emmerich_2018, title={Multiobjective evolutionary algorithms based on target region preferences}, volume={40}, DOI={10.1016/j.swevo.2018.02.006}, journal={Swarm and Evolutionary Computation}, author={Li, L and Wang, Y and Trautmann, Heike and Jing, N and Emmerich, M}, year={2018}, pages={196–215} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46348
@inproceedings{Bossek_Grimme_Meisel_Rudolph_Trautmann_2018, place={New York, NY, USA}, series={GECCO ’18}, title={Local Search Effects in Bi-Objective Orienteering}, DOI={10.1145/3205455.3205548}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference}, publisher={ACM}, author={Bossek, Jakob and Grimme, Christian and Meisel, Stephan and Rudolph, Guenter and Trautmann, Heike}, year={2018}, pages={585–592}, collection={GECCO ’18} }
LibreCat
| DOI
2018 | Journal Article | LibreCat-ID: 46352
@article{Kerschke_Kotthoff_Bossek_Hoos_Trautmann_2018, title={Leveraging TSP Solver Complementarity through Machine Learning}, volume={26}, DOI={10.1162/evco_a_00215}, number={4}, journal={Evolutionary Computation (ECJ)}, author={Kerschke, Pascal and Kotthoff, Lars and Bossek, Jakob and Hoos, Holger H. and Trautmann, Heike}, year={2018}, pages={597–620} }
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46349
@inproceedings{Kerschke_Bossek_Trautmann_2018, place={Kyoto, Japan}, title={Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers}, DOI={10.1145/3205651.3208233}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’18) Companion}, author={Kerschke, Pascal and Bossek, Jakob and Trautmann, Heike}, year={2018}, pages={1737–1744} }
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 46355
@inbook{Adrián_Lara_Trautmann_Rudolph_Schütze_2017, place={Cham}, title={The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems}, DOI={10.1007/978-3-319-44003-3_12}, booktitle={NEO 15}, publisher={Springer International Publishing}, author={Adrián, Sosa Hernández V and Lara, A and Trautmann, Heike and Rudolph, G and Schütze, O}, editor={Schütze, O and Trujillo, L and Legrand, P and Maldonado, Y}, year={2017}, pages={281–330} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46360
@inproceedings{Carnein_Heuchert_Homann_Trautmann_Vossen_Becker_Kraume_2017, place={Valencia, Spain}, series={Lecture Notes in Computer Science}, title={Towards Efficient and Informative Omni-Channel Customer Relationship Management}, volume={10651}, DOI={10.1007/978-3-319-70625-2_7}, booktitle={Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17)}, publisher={Springer International Publishing}, author={Carnein, Matthias and Heuchert, Markus and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried and Becker, Jörg and Kraume, Karsten}, editor={de Cesare, Sergio and Ulrich, Frank}, year={2017}, pages={69–78}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46361
@inproceedings{Carnein_Homann_Trautmann_Vossen_Kraume_2017, place={Stuttgart, Germany}, series={Lecture Notes in Informatics (LNI)}, title={Customer Service in Social Media — An Empirical Study of the Airline Industry}, volume={P-266}, booktitle={Proceedings of the 17$^th$ Conference on Database Systems for Business, Technology, and Web (BTW ’17)}, publisher={Gesellschaft für Informatik}, author={Carnein, Matthias and Homann, Leschek and Trautmann, Heike and Vossen, Gottfried and Kraume, Karsten}, editor={Ritter, Norbert and Schwarz, Holger and Klettke, Meike and Thor, Andreas and Kopp, Oliver and Bernhard, Matthias Wieland}, year={2017}, pages={33–40}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
2017 | Book Chapter | LibreCat-ID: 46356
@inbook{Li_Yevseyeva_Basto-Fernandes_Trautmann_Jing_Emmerich_2017, place={Cham}, title={Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms}, DOI={10.1007/978-3-319-54157-0_28}, booktitle={Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings}, publisher={Springer International Publishing}, author={Li, L and Yevseyeva, I and Basto-Fernandes, V and Trautmann, Heike and Jing, N and Emmerich, M}, editor={Trautmann, H and Rudolph, G and Klamroth, K and Schütze, O and Wiecek, M and Jin, Y and Grimme, C}, year={2017}, pages={406–421} }
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 46357
@inbook{Tierney_Handali_Grimme_Trautmann_2017, place={Cham}, title={Multi-objective Optimization for Liner Shipping Fleet Repositioning}, DOI={10.1007/978-3-319-54157-0_42}, booktitle={Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings}, publisher={Springer International Publishing}, author={Tierney, K and Handali, J and Grimme, C and Trautmann, Heike}, editor={Trautmann, H and Rudolph, G and Klamroth, K and Schütze, O and Wiecek, M and Jin, Y and Grimme, C}, year={2017}, pages={622–638} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46359
@inproceedings{Carnein_Assenmacher_Trautmann_2017, place={Valencia, Spain}, title={Stream Clustering of Chat Messages with Applications to Twitch Streams}, DOI={10.1007/978-3-319-70625-2_8}, booktitle={Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17)}, publisher={Springer International Publishing}, author={Carnein, Matthias and Assenmacher, Dennis and Trautmann, Heike}, editor={de Cesare, Sergio and Ulrich, Frank}, year={2017}, pages={79–88} }
LibreCat
| DOI
2017 | Journal Article | LibreCat-ID: 46362
@article{Grimme_Preuss_Adam_Trautmann_2017, title={Social Bots: Human-Like by Means of Human Control?}, volume={5}, DOI={10.1089/big.2017.0044}, number={4}, journal={Big Data}, author={Grimme, C and Preuss, M and Adam, L and Trautmann, Heike}, year={2017}, pages={279–293} }
LibreCat
| DOI
2017 | Conference Paper | LibreCat-ID: 46358
@inproceedings{Carnein_Assenmacher_Trautmann_2017, place={Siena, Italy}, title={An Empirical Comparison of Stream Clustering Algorithms}, DOI={10.1145/3075564.3078887}, booktitle={Proceedings of the ACM International Conference on Computing Frontiers (CF ’17)}, author={Carnein, Matthias and Assenmacher, Dennis and Trautmann, Heike}, year={2017}, pages={361–365} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46364
@inproceedings{Blot_Hoos_Jourdan_Marmion_Trautmann_2016, place={Cham}, series={LNTCS}, title={MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework}, volume={10079}, DOI={10.1007/978-3-319-50349-3_3}, booktitle={LION 2016: Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Blot, A and Hoos, H and Jourdan, L and Marmion, M and Trautmann, Heike}, editor={et al. Joaquin, Vanschooren}, year={2016}, pages={32–47}, collection={LNTCS} }
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 46363
@inbook{Rudolph_Schütze_Trautmann_2016, place={Cham}, title={On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front}, DOI={10.1007/978-3-319-31153-1_4}, booktitle={Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II}, publisher={Springer International Publishing}, author={Rudolph, G and Schütze, O and Trautmann, Heike}, editor={Squillero, G and Burelli, P}, year={2016}, pages={42–55} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46369
@inproceedings{Kerschke_Wang_Preuss_Grimme_Deutz_Trautmann_Emmerich_2016, place={Edinburgh, Scotland}, series={Lecture Notes in Computer Science}, title={Towards Analyzing Multimodality of Multiobjective Landscapes}, DOI={10.1007/978-3-319-45823-6_90}, booktitle={Proceedings of the 14$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XIV)}, publisher={Springer}, author={Kerschke, Pascal and Wang, Hao and Preuss, Mike and Grimme, Christian and Deutz, André and Trautmann, Heike and Emmerich, Michael}, year={2016}, pages={962–972}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46367
@inproceedings{Kerschke_Preuss_Wessing_Trautmann_2016, place={Denver, CO, USA}, title={Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models}, DOI={10.1145/2908812.2908845}, booktitle={Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary Computation}, author={Kerschke, Pascal and Preuss, Mike and Wessing, Simon and Trautmann, Heike}, year={2016}, pages={229–236} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46371
@article{Rudolph_Schütze_Grimme_Domínguez-Medina_Trautmann_2016, title={Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results}, volume={64}, DOI={10.1007/s10589-015-9815-8}, number={2}, journal={Computational Optimization and Applications (Comput. Optim. Appl.)}, author={Rudolph, G and Schütze, O and Grimme, C and Domínguez-Medina, C and Trautmann, Heike}, year={2016}, pages={589–618} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46372
@article{Schütze_Sosa_Trautmann_Rudolph_2016, title={The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems}, volume={22}, DOI={10.1007/s10732-016-9310-0}, number={3}, journal={Journal of Heuristics}, author={Schütze, O and Sosa, Hernandez VA and Trautmann, Heike and Rudolph, G}, year={2016}, pages={273–300} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46368
@inproceedings{Kerschke_Trautmann_2016, place={Vancouver, BC, Kanada}, title={The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems}, DOI={10.1109/CEC.2016.7748359}, booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC)}, author={Kerschke, Pascal and Trautmann, Heike}, year={2016} }
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46370
@article{Neumann_Trautmann_2016, title={Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)}, volume={5}, DOI={10.4230/DagRep.5.5.57}, number={5}, journal={Dagstuhl Reports}, author={Neumann, F and Trautmann, Heike}, year={2016}, pages={78–79} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46365
@inproceedings{Bossek_Trautmann_2016, place={Ischia, Italy}, series={Lecture Notes in Computer Science}, title={Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers}, volume={10079}, DOI={10.1007/978-3-319-50349-3_4}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Bossek, Jakob and Trautmann, Heike}, editor={Festa, P and Sellmann, M and Vanschoren, J}, year={2016}, pages={48–59}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46366
@inproceedings{Bossek_Trautmann_2016, place={Cham}, series={Lecture Notes in Computer Science}, title={Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference}, volume={10037}, DOI={10.1007/978-3-319-49130-1_1}, booktitle={AI*IA 2016 Advances in Artificial Intelligence}, publisher={Springer}, author={Bossek, Jakob and Trautmann, Heike}, editor={Adorni, G and Cagnoni, S and Gori, M and Maratea, M}, year={2016}, pages={3–12}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46373
@inproceedings{Chinnov_Kerschke_Meske_Stieglitz_Trautmann_2015, place={Puerto Rico}, title={An Overview of Topic Discovery in Twitter Communication through Social Media Analytics}, booktitle={Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15)}, author={Chinnov, Andrey and Kerschke, Pascal and Meske, Christian and Stieglitz, Stefan and Trautmann, Heike}, year={2015}, pages={1–10} }
LibreCat
2015 | Conference Paper | LibreCat-ID: 46375
@inproceedings{Kerschke_Preuss_Wessing_Trautmann_2015, place={New York, NY, USA}, title={Detecting Funnel Structures by Means of Exploratory Landscape Analysis}, DOI={10.1145/2739480.2754642}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15)}, publisher={ACM}, author={Kerschke, Pascal and Preuss, Mike and Wessing, Simon and Trautmann, Heike}, editor={Silva, Sara}, year={2015}, pages={265–272} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46376
@inproceedings{Kotthoff_Kerschke_Hoos_Trautmann_2015, place={Cham}, title={Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Kotthoff, Lars and Kerschke, Pascal and Hoos, Holger and Trautmann, Heike}, editor={Dhaenens, Clarisse and Jourdan, Laetitia and Marmion, Marie-Eléonore}, year={2015}, pages={202–217} }
LibreCat
2015 | Journal Article | LibreCat-ID: 46379
@article{Brockhoff_Wagner_Trautmann_2015, title={R2 Indicator Based Multiobjective Search}, volume={23}, DOI={10.1162/EVCO_a_00135}, number={3}, journal={Evolutionary Computation Journal}, author={Brockhoff, D and Wagner, T and Trautmann, Heike}, year={2015}, pages={369–395} }
LibreCat
| DOI
2015 | Conference Paper | LibreCat-ID: 46374
@inproceedings{Grimme_Meisel_Trautmann_Rudolph_Wölck_2015, place={Münster, Germany}, title={Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle}, booktitle={Proceedings of the European Conference On Information Systems}, author={Grimme, C and Meisel, S and Trautmann, Heike and Rudolph, G and Wölck, M}, year={2015} }
LibreCat
2015 | Journal Article | LibreCat-ID: 46380
@article{Mersmann_Preuss_Trautmann_Bischl_Weihs_2015, title={Analyzing the BBOB Results by Means of Benchmarking Concepts}, volume={23}, number={1}, journal={Evolutionary Computation Journal}, author={Mersmann, O and Preuss, M and Trautmann, Heike and Bischl, B and Weihs, C}, year={2015}, pages={161–185} }
LibreCat
2015 | Conference Paper | LibreCat-ID: 46377
@inproceedings{Meisel_Grimme_Bossek_Wölck_Rudolph_Trautmann_2015, place={Madrid, Spain}, title={Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle}, DOI={10.1145/2739480.2754705}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15)}, author={Meisel, Stephan and Grimme, Christian and Bossek, Jakob and Wölck, Martin and Rudolph, Guenter and Trautmann, Heike}, year={2015}, pages={425–432} }
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46381
@inbook{Kerschke_Preuss_Hernández_Schütze_Sun_Grimme_Rudolph_Bischl_Trautmann_2014, place={Cham}, series={Advances in Intelligent Systems and Computing}, title={Cell Mapping Techniques for Exploratory Landscape Analysis}, volume={288}, DOI={10.1007/978-3-319-07494-8_9}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Kerschke, Pascal and Preuss, Mike and Hernández, Carlos and Schütze, Oliver and Sun, Jian-Qiao and Grimme, Christian and Rudolph, Günter and Bischl, Bernd and Trautmann, Heike}, editor={Tantar, Alexandru-Adrian and Tantar, Emilia and Sun, Jian-Qiao and Zhang, Wei and Ding, Qian and Schütze, Oliver and Emmerich, Michael T M and Legrand, Pierrick and Del, Moral Pierre and Coello, Coello Carlos A}, year={2014}, pages={115–131}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2014 | Book Chapter | LibreCat-ID: 46382
@inbook{Rudolph_Schütze_Grimme_Trautmann_2014, series={Advances in Intelligent Systems and Computing}, title={A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets}, volume={288}, DOI={10.1007/978-3-319-07494-8_18}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V}, publisher={Springer International Publishing}, author={Rudolph, G and Schütze, O and Grimme, C and Trautmann, Heike}, editor={Tantar, A and Tantar, E and Sun, J and Zhang, W and Ding, Q and Schütze, O and Emmerich, M and Legrand, P and Del, Moral P and Coello, Coello CA}, year={2014}, pages={261–273}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2014 | Conference Paper | LibreCat-ID: 46383
@inproceedings{Rudolph_Grimme_Schütze_Trautmann_2014, place={Gainesville, Florida, USA}, series={Lecture Notes in Computer Science}, title={An Aspiration Set EMOA Based on Averaged Hausdorff Distances}, volume={8426}, booktitle={Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8)}, publisher={Springer}, author={Rudolph, Günter and Grimme, Christian and Schütze, Oliver and Trautmann, Heike}, year={2014}, pages={153–156}, collection={Lecture Notes in Computer Science} }
LibreCat
2014 | Conference Paper | LibreCat-ID: 46384
@inproceedings{Wessing_Preuss_Trautmann_2014, place={Ljubljana, Slovenia}, series={Lecture Notes in Computer Science}, title={Stopping Criteria for Multimodal Optimization}, volume={8672}, DOI={10.1007/978-3-319-10762-2_14}, booktitle={Proceedings of the Parallel Problem Solving from Nature — PPSN XIII}, publisher={Springer}, author={Wessing, S and Preuss, M and Trautmann, Heike}, editor={Bartz-Beielstein, T and Branke, J and Filipic, B and Smith, J}, year={2014}, pages={141–150}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2013 | Book Chapter | LibreCat-ID: 46385
@inbook{Sosa_Schütze_Rudolph_Trautmann_2013, series={Advances in Intelligent Systems and Computing}, title={The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume}, volume={227}, DOI={10.1007/978-3-319-01128-8_13}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV}, publisher={Springer International Publishing}, author={Sosa, Hernández V and Schütze, O and Rudolph, G and Trautmann, Heike}, editor={Emmerich, M and Deutz, A and Schuetze, O and Bäck, T and Tantar, A and Moral, PD and Legrand, P and Bouvry, P and Coello, CA}, year={2013}, pages={189–205}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2013 | Book Chapter | LibreCat-ID: 46386
@inbook{Trautmann_Rudolph_Dominguez-Medina_Schütze_2013, series={Advances in Intelligent Systems and Computing}, title={Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems}, volume={175}, DOI={10.1007/978-3-642-31519-0_6}, booktitle={EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Rudolph, G and Dominguez-Medina, C and Schütze, O}, editor={Schütze, O and Coello, Coello CA and Tantar, A and Tantar, E and Bouvry, P and Del, Moral P and Legrand, P}, year={2013}, pages={89–105}, collection={Advances in Intelligent Systems and Computing} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46388
@inproceedings{Nallaperuma_Wagner_Neumann_Bischl_Mersmann_Trautmann_2013, place={New York, NY, USA}, series={FOGA XII ’13}, title={A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem}, DOI={10.1145/2460239.2460253}, booktitle={Proceedings of the Twelfth Workshop on Foundations of Genetic Algorithms XII}, publisher={Association for Computing Machinery}, author={Nallaperuma, Samadhi and Wagner, Markus and Neumann, Frank and Bischl, Bernd and Mersmann, Olaf and Trautmann, Heike}, year={2013}, pages={147–160}, collection={FOGA XII ’13} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46390
@inproceedings{Rudolph_Trautmann_Sengupta_Schütze_2013, series={Lecture Notes in Computer Science}, title={Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation}, volume={7811}, DOI={https://doi.org/10.1007/978-3-642-37140-0_34}, booktitle={Evolutionary Multi-Criterion Optimization — 7$^th$ International Conference, EMO 2013, Sheffield, UK, Proceedings}, publisher={Springer}, author={Rudolph, G and Trautmann, Heike and Sengupta, S and Schütze, O}, editor={Purshouse, RC and Fleming, PJ and Fonseca, CM and Greco, S and Shaw, J}, year={2013}, pages={443–458}, collection={Lecture Notes in Computer Science} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46391
@inproceedings{Sosa-Hernandez_Schütze_Rudoph_Trautmann_2013, place={New York, NY, USA}, series={GECCO ’13 Companion}, title={Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms}, DOI={10.1145/2464576.2482756}, booktitle={Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion}, publisher={ACM}, author={Sosa-Hernandez, VA and Schütze, O and Rudoph, G and Trautmann, Heike}, year={2013}, pages={1699–1702}, collection={GECCO ’13 Companion} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46387
@inproceedings{Dominguez-Medina_Rudolph_Schütze_Trautmann_2013, place={Cancun, Mexico}, title={Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique}, DOI={https://doi.org/10.1109/CEC.2013.6557960}, booktitle={Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)}, author={Dominguez-Medina, C and Rudolph, G and Schütze, O and Trautmann, Heike}, year={2013}, pages={3190–3197} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46389
@inproceedings{Preuss_Kozakowski_Hagelbäck_Trautmann_2013, title={Reactive strategy choice in StarCraft by means of Fuzzy Control}, DOI={10.1109/CIG.2013.6633627}, booktitle={2013 IEEE Conference on Computational Inteligence in Games (CIG)}, author={Preuss, Mike and Kozakowski, Daniel and Hagelbäck, Johan and Trautmann, Heike}, year={2013}, pages={1–8} }
LibreCat
| DOI
2013 | Journal Article | LibreCat-ID: 46395
@article{Trautmann_Wagner_Biermann_Weihs_2013, title={Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index}, volume={20}, DOI={https://doi.org/10.1002/mcda.1503}, number={5–6}, journal={Journal of Multi-Criteria Decision Analysis}, author={Trautmann, Heike and Wagner, T and Biermann, D and Weihs, C}, year={2013}, pages={319–337} }
LibreCat
| DOI
2013 | Conference Paper | LibreCat-ID: 46393
@inproceedings{Wagner_Trautmann_Brockhoff_2013, place={Berlin, Heidelberg}, title={Preference Articulation by Means of the R2 Indicator}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Brockhoff, Dimo}, editor={Purshouse, Robin C. and Fleming, Peter J. and Fonseca, Carlos M. and Greco, Salvatore and Shaw, Jane}, year={2013}, pages={81–95} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 46392
@inproceedings{Trautmann_Wagner_Brockhoff_2013, place={Berlin, Heidelberg}, title={R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection}, booktitle={Learning and Intelligent Optimization}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Wagner, Tobias and Brockhoff, Dimo}, editor={Nicosia, Giuseppe and Pardalos, Panos}, year={2013}, pages={70–74} }
LibreCat
2013 | Journal Article | LibreCat-ID: 46394
@article{Mersmann_Bischl_Trautmann_Wagner_Bossek_Neumann_2013, title={A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem}, volume={69}, journal={Annals of Mathematics and Artificial Intelligence}, author={Mersmann, O and Bischl, B and Trautmann, Heike and Wagner, M and Bossek, Jakob and Neumann, F}, year={2013}, pages={151–182} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 46397
@inproceedings{Brockhoff_Wagner_Trautmann_2012, place={New York, NY, USA}, series={GECCO ’12}, title={On the Properties of the R2 Indicator}, DOI={10.1145/2330163.2330230}, booktitle={Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Brockhoff, Dimo and Wagner, Tobias and Trautmann, Heike}, year={2012}, pages={465–472}, collection={GECCO ’12} }
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 46396
@inproceedings{Bischl_Mersmann_Trautmann_Preuß_2012, place={New York, NY, USA}, series={GECCO ’12}, title={Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning}, DOI={10.1145/2330163.2330209}, booktitle={Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Bischl, Bernd and Mersmann, Olaf and Trautmann, Heike and Preuß, Mike}, year={2012}, pages={313–320}, collection={GECCO ’12} }
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46399
@article{Bischl_Mersmann_Trautmann_Weihs_2012, title={Resampling Methods in Model Validation}, volume={20}, DOI={10.1162/EVCO_a_00069}, number={2}, journal={Evolutionary Computation Journal}, author={Bischl, B and Mersmann, O and Trautmann, Heike and Weihs, C}, year={2012}, pages={249–275} }
LibreCat
| DOI
2012 | Journal Article | LibreCat-ID: 46400
@article{Rudolph_Trautmann_Schütze_2012, title={Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen}, volume={60}, DOI={10.1524/auto.2012.1033}, journal={at-Automatisierungstechnik}, author={Rudolph, G and Trautmann, Heike and Schütze, O}, year={2012}, pages={610–621} }
LibreCat
| DOI
2012 | Conference Paper | LibreCat-ID: 46398
@inproceedings{Mersmann_Bischl_Bossek_Trautmann_Wagner_Neumann_2012, place={Berlin, Heidelberg}, title={Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness}, DOI={https://doi.org/10.1007/978-3-642-34413-8_9}, booktitle={Learning and Intelligent Optimization}, publisher={Springer Berlin Heidelberg}, author={Mersmann, Olaf and Bischl, Bernd and Bossek, Jakob and Trautmann, Heike and Wagner, Markus and Neumann, Frank}, editor={Hamadi, Youssef and Schoenauer, Marc}, year={2012}, pages={115–129} }
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46401
@inproceedings{Mersmann_Bischl_Trautmann_Preuss_Weihs_Rudolph_2011, place={New York, NY, USA}, series={GECCO ’11}, title={Exploratory Landscape Analysis}, DOI={10.1145/2001576.2001690}, booktitle={Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation}, publisher={Association for Computing Machinery}, author={Mersmann, Olaf and Bischl, Bernd and Trautmann, Heike and Preuss, Mike and Weihs, Claus and Rudolph, Günter}, year={2011}, pages={829–836}, collection={GECCO ’11} }
LibreCat
| DOI
2011 | Conference Paper | LibreCat-ID: 46402
@inproceedings{Wagner_Trautmann_Martí_2011, place={Berlin, Heidelberg}, title={A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms}, DOI={https://doi.org/10.1007/978-3-642-19893-9_2}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Martí, Luis}, editor={Takahashi, Ricardo H. C. and Deb, Kalyanmoy and Wanner, Elizabeth F. and Greco, Salvatore}, year={2011}, pages={16–30} }
LibreCat
| DOI
2011 | Journal Article | LibreCat-ID: 46403
@article{Naujoks_Trautmann_Wessing_Weihs_2011, title={Advanced concepts for multi-objective evolutionary optimization in aircraft industry}, volume={225}, DOI={10.1177/0954410011414120}, number={10}, journal={Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering}, author={Naujoks, B and Trautmann, Heike and Wessing, S and Weihs, C}, year={2011}, pages={1081–1096} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46408
@inproceedings{Mostaghim_Trautmann_Mersmann_2010, place={Berlin, Heidelberg}, title={Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities}, DOI={https://doi.org/10.1007/978-3-642-15871-1_11}, booktitle={Parallel Problem Solving from Nature, PPSN XI}, publisher={Springer Berlin Heidelberg}, author={Mostaghim, Sanaz and Trautmann, Heike and Mersmann, Olaf}, editor={Schaefer, Robert and Cotta, Carlos and Kołodziej, Joanna and Rudolph, Günter}, year={2010}, pages={101–110} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46405
@inproceedings{Mersmann_Preuss_Trautmann_2010, place={Berlin, Heidelberg}, series={PPSN’10}, title={Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis}, booktitle={Proceedings of the 11th International Conference on Parallel Problem Solving from Nature: Part I}, publisher={Springer-Verlag}, author={Mersmann, Olaf and Preuss, Mike and Trautmann, Heike}, year={2010}, pages={73–82}, collection={PPSN’10} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46406
@inproceedings{Mersmann_Trautmann_Naujoks_Weihs_2010, series={Lecture Notes in Computer Science}, title={On the Distribution of EMOA Hypervolumes}, volume={6073}, booktitle={Learning and Intelligent Optimization, 4$^th$ International Conference, LION 4, Venice, Italy}, publisher={Springer}, author={Mersmann, O and Trautmann, Heike and Naujoks, B and Weihs, C}, editor={Blum, C and Battiti, R}, year={2010}, pages={333–337}, collection={Lecture Notes in Computer Science} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46407
@inproceedings{Mersmann_Trautmann_Naujoks_Weihs_2010, title={Benchmarking evolutionary multiobjective optimization algorithms}, DOI={10.1109/CEC.2010.5586241}, booktitle={IEEE Congress on Evolutionary Computation}, author={Mersmann, Olaf and Trautmann, Heike and Naujoks, Boris and Weihs, Claus}, year={2010}, pages={1–8} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46404
@inproceedings{Ding_Wessing_Trautmann_Mehnen_Naujoks_2010, place={Capri, Italy}, title={Sequential Parameter Optimisation for Multi-Objective Evolutionary Optimisation of Additive Layer Manufacturing}, booktitle={Proceedings of the 7$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’10)}, publisher={Copyright C.O.C. Com. org. Conv.}, author={Ding, J and Wessing, S and Trautmann, Heike and Mehnen, J and Naujoks, B}, editor={Teti, R}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 46409
@inproceedings{Voß_Trautmann_Igel_2010, place={Berlin, Heidelberg}, title={New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization}, DOI={https://doi.org/10.1007/978-3-642-15871-1_27}, booktitle={Parallel Problem Solving from Nature, PPSN XI}, publisher={Springer Berlin Heidelberg}, author={Voß, Thomas and Trautmann, Heike and Igel, Christian}, editor={Schaefer, Robert and Cotta, Carlos and Kołodziej, Joanna and Rudolph, Günter}, year={2010}, pages={260–269} }
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46412
@article{Wagner_Trautmann_2010, title={Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions}, volume={14}, DOI={10.1109/TEVC.2010.2058119}, number={5}, journal={IEEE Transactions on Evolutionary Computation}, author={Wagner, Tobias and Trautmann, Heike}, year={2010}, pages={688–701} }
LibreCat
| DOI
2010 | Journal Article | LibreCat-ID: 46411
@article{Azene_Roy_Farrugia_Onisa_Mehnen_Trautmann_2010, title={Work roll cooling system design optimisation in presence of uncertainty and constrains}, volume={2}, DOI={https://doi.org/10.1016/j.cirpj.2010.06.001}, number={4}, journal={CIRP Journal of Manufacturing Science and Technology}, author={Azene, Y.T. and Roy, R. and Farrugia, D. and Onisa, C. and Mehnen, J. and Trautmann, Heike}, year={2010}, pages={290–298} }
LibreCat
| DOI
2010 | Conference Paper | LibreCat-ID: 46410
@inproceedings{Wagner_Trautmann_2010, title={Online convergence detection for evolutionary multi-objective algorithms revisited}, DOI={10.1109/CEC.2010.5586474}, booktitle={IEEE Congress on Evolutionary Computation}, author={Wagner, Tobias and Trautmann, Heike}, year={2010}, pages={1–8} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46414
@inproceedings{Wagner_Trautmann_Naujoks_2009, place={Berlin, Heidelberg}, title={OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing}, DOI={https://doi.org/10.1007/978-3-642-01020-0_19}, booktitle={Evolutionary Multi-Criterion Optimization}, publisher={Springer Berlin Heidelberg}, author={Wagner, Tobias and Trautmann, Heike and Naujoks, Boris}, editor={Ehrgott, Matthias and Fonseca, Carlos M. and Gandibleux, Xavier and Hao, Jin-Kao and Sevaux, Marc}, year={2009}, pages={198–215} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46415
@inproceedings{Trautmann_Mehnen_Naujoks_2009, title={Pareto-dominance in noisy environments}, DOI={10.1109/CEC.2009.4983338}, booktitle={2009 IEEE Congress on Evolutionary Computation}, author={Trautmann, Heike and Mehnen, Jorn and Naujoks, Boris}, year={2009}, pages={3119–3126} }
LibreCat
| DOI
2009 | Conference Paper | LibreCat-ID: 46413
@inproceedings{Naujoks_Trautmann_2009, title={Online convergence detection for multiobjective aerodynamic applications}, DOI={10.1109/CEC.2009.4982966}, booktitle={2009 IEEE Congress on Evolutionary Computation}, author={Naujoks, Boris and Trautmann, Heike}, year={2009}, pages={332–339} }
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46416
@article{Trautmann_Mehnen_2009, title={Statistical Methods for Improving Multi-objective Evolutionary Optimisation}, volume={5}, number={2}, journal={International Journal of Computational Intelligence Research}, author={Trautmann, Heike and Mehnen, J}, year={2009}, pages={72–78} }
LibreCat
2009 | Journal Article | LibreCat-ID: 46417
@article{Trautmann_Mehnen_2009, title={Preference-based Pareto optimization in certain and noisy environments}, volume={41}, DOI={10.1080/03052150802347926}, number={1}, journal={Engineering Optimization}, publisher={Taylor & Francis}, author={Trautmann, Heike and Mehnen, Jörn}, year={2009}, pages={23–38} }
LibreCat
| DOI
2009 | Journal Article | LibreCat-ID: 46418
@article{Trautmann_Wagner_Naujoks_Preuss_Mehnen_2009, title={Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms}, volume={17}, DOI={10.1162/evco.2009.17.4.17403}, number={4}, journal={Evolutionary Computation}, author={Trautmann, Heike and Wagner, T. and Naujoks, B. and Preuss, M. and Mehnen, J.}, year={2009}, pages={493–509} }
LibreCat
| DOI
2008 | Conference Paper | LibreCat-ID: 46419
@inproceedings{Mehnen_Trautmann_2008, place={Naples, Italy}, title={Robust Multi-objective Optimisation of Weld Bead Geometry for Additive Manufacturing}, booktitle={Proceedings of the 6$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (CIRP ICME ’08)}, publisher={Copyright C.O.C. Com. org. Conv.}, author={Mehnen, J and Trautmann, Heike}, editor={Teti, R}, year={2008} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 46420
@inproceedings{Trautmann_Ligges_Mehnen_Preuss_2008, place={Berlin, Heidelberg}, title={A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing}, booktitle={Parallel Problem Solving from Nature – PPSN X}, publisher={Springer Berlin Heidelberg}, author={Trautmann, Heike and Ligges, Uwe and Mehnen, Jörn and Preuss, Mike}, editor={Rudolph, Günter and Jansen, Thomas and Beume, Nicola and Lucas, Simon and Poloni, Carlo}, year={2008}, pages={825–836} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 46421
@inproceedings{Mehnen_Trautmann_Tiwari_2007, title={Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes}, DOI={10.1109/CEC.2007.4424810}, booktitle={2007 IEEE Congress on Evolutionary Computation}, author={Mehnen, Jorn and Trautmann, Heike and Tiwari, Ashutosh}, year={2007}, pages={2687–2694} }
LibreCat
| DOI
2006 | Journal Article | LibreCat-ID: 46423
@article{Trautmann_Weihs_2006, title={On the Distribution of the Desirability Index using Harrington’s Desirability Function}, volume={63}, DOI={10.1007/s00184-005-0012-0}, number={2}, journal={Metrika}, author={Trautmann, Heike and Weihs, C}, year={2006}, pages={207–213} }
LibreCat
| DOI
2006 | Conference Paper | LibreCat-ID: 46422
@inproceedings{Mehnen_Trautmann_2006, place={Ischia, Italy}, title={Integration of Expert’s Preferences in Pareto Optimization by Desirability Function Techniques}, booktitle={CIRP ICME ’06) — Proceedings of the 5$^th$ CIRP International Seminar on Intelligent Computation in Manufacturing Engineering}, publisher={C.O.C. Com. org. Conv. CIRP ICME ’06}, author={Mehnen, J and Trautmann, Heike}, editor={Teti, R}, year={2006}, pages={293–298} }
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