@inproceedings{PragerT2023Nullifying,
  author = {RP Prager and H Trautmann},
  title = {Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features},
  booktitle = {Applications of Evolutionary Computation},
  pages = {411--425},
  editor = {J Correia and S Smith and R Qaddoura},
  year = {2023},
  publisher = {Springer Nature Switzerland},
  address = {Cham},
  isbn = {978-3-031-30229-9},
  doi = {10.1007/978-3-031-30229-9_27},
  note = {Publication status: Published}
}

@inproceedings{SchaepermeierKGT2023PeakABooGenerating,
  author = {Lennart Schäpermeier and Pascal Kerschke and Christian Grimme and Heike Trautmann},
  title = {Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with Precise Pareto Sets},
  booktitle = {Proceedings of the International Conference Series on Evolutionary Multi-Criterion Optimization},
  pages = {291--304},
  series = {Lecture Notes in Computer Science},
  volume = {13970},
  editor = {Ke Li and Hao Wang},
  year = {2023},
  publisher = {Springer},
  address = {Cham},
  doi = {10.1007/978-3-031-27250-9_21},
  note = {Publication status: Published}
}

@article{PragerT2023PflaccoFeatureBased,
  author = {Raphael Patrick Prager and Heike Trautmann},
  title = {Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python},
  journal = {Evolutionary Computation},
  year = {2023},
  note = {Publication status: accepted / in press (not yet published)}
}

@incollection{NiemannABRBT2022SemiAutomatische,
  author = {Marco Niemann and Dennis Assenmacher and Jens Brunk and Dennis Maximilian Riehle and Jörg Becker and Heike Trautmann},
  title = {(Semi-)Automatische Kommentarmoderation zur Erhaltung Konstruktiver Diskurse},
  booktitle = {Hate Speech --- Definitionen, Ausprägungen, Lösungen},
  pages = {249--274},
  editor = {Gerrit Weitzel and Stephan Mündges},
  year = {2022},
  publisher = {VS Verlag für Sozialwissenschaften},
  address = {Wiesbaden},
  isbn = {978-3-658-35658-3},
  doi = {10.1007/978-3-658-35658-3_13},
  url = {https://link.springer.com/chapter/10.1007/978-3-658-35658-3_13#citeas},
  note = {Publication status: Published}
}

@inproceedings{AssenmacherT2022TextualOnePass,
  author = {D Assenmacher and H Trautmann},
  title = {Textual One-Pass Stream Clustering with Automated Distance Threshold Adaption},
  booktitle = {Intelligent Information and Database Systems},
  pages = {3--16},
  editor = {T et al. Tran},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-031-21743-2_1},
  note = {Publication status: Published}
}

@inproceedings{HeinsRSKBT2022BBEBasinBased,
  author = {J Heins and J Rook and L Schäpermeier and P Kerschke and J Bossek and H Trautmann},
  title = {BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {192--206},
  editor = {G Rudolph and AV Kononova and H Aguirre and P Kerschke and G Ochoa and T Tu{š}ar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  note = {Publication status: Published}
}

@inproceedings{PohlASTG2022Artificial,
  author = {Janina Susanne Pohl and Dennis Assenmacher and Moritz Vincent Seiler and Heike Trautmann and Christian Grimme},
  title = {Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches},
  booktitle = {Workshop Proceedings of the 16$^{th}$ International Conference on Web and Social Media (ICWSM)},
  pages = {1--10},
  editor = {for the Advancement of Artificial Intelligence (AAAI) Association},
  year = {2022},
  publisher = {AAAI Press},
  address = {Palo Alto, CA, USA},
  doi = {10.36190/2022.91},
  url = {http://workshop-proceedings.icwsm.org/pdf/2022_91.pdf},
  note = {Publication status: Published}
}

@inproceedings{PragerSTK2022AutomatedAlgorithm,
  author = {Raphael Patrick Prager and Moritz Vinzent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {3--17},
  editor = {Günter Rudolph and Anna V. Kononova and Hernán Aguirre and Pascal Kerschke and Gabriela Ochoa and Tea Tušar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  doi = {10.1007/978-3-031-14714-2_1},
  url = {https://link.springer.com/chapter/10.1007/978-3-031-14714-2_1},
  note = {Publication status: Published}
}

@inproceedings{RookTBG2022OnThePotential,
  author = {J Rook and H Trautmann and J Bossek and C Grimme},
  title = {On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
  pages = {356–359-356–359},
  series = {GECCO '22},
  editor = {J Fieldsend and M. Wagner},
  year = {2022},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  isbn = {9781450392686},
  doi = {10.1145/3520304.3528998},
  url = {https://doi.org/10.1145/3520304.3528998},
  note = {Publication status: Published}
}

@inproceedings{SchneiderSPBTK2022HPOXELAInvestigating,
  author = {Lennart Schneider and Lennart Schäpermeier and Raphael Patrick Prager and Bernd Bischl and Heike Trautmann and Pascal Kerschke},
  title = {HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis},
  booktitle = {Parallel Problem Solving from Nature --- PPSN XVII},
  pages = {575--589},
  editor = {Günter Rudolph and Anna V. Kononova and Hernán Aguirre and Pascal Kerschke and Gabriela Ochoa and Tea Tušar},
  year = {2022},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-031-14714-2},
  doi = {10.1007/978-3-031-14714-2_40},
  note = {Publication status: Published}
}

@inproceedings{SeilerPKT2022ACollection,
  author = {Moritz Vinzent Seiler and Raphael Patrick Prager and Pascal Kerschke and Heike Trautmann},
  title = {A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {657--665},
  editor = { -},
  year = {2022},
  publisher = {ACM Press},
  address = {New York, NY, USA},
  isbn = {9781450392372},
  doi = {10.1145/3512290.3528834},
  note = {Publication status: Published}
}

@article{AsparSSKTG2022TheObjective,
  author = {Pelin Aspar and Vera Steinhoff and Lennart Schäpermeier and Pascal Kerschke and Heike Trautmann and Christian Grimme},
  title = {The objective that freed me: a multi-objective local search approach for continuous single-objective optimization},
  journal = {Natural Computing},
  year = {2022},
  volume = {22},
  number = {2},
  pages = {271--285},
  doi = {10.1007/s11047-022-09919-w},
  url = {https://static-content.springer.com/pdf/art:10.1007/s11047-022-09919-w.pdf?token=1664373163810--8cddf0fc0c847d61a64973c7bbe7cfe111673fbd456f5dfe0562cc90be720166442f430542c19dde485f362183fbe8025244939ba41f7137c29217cc84349b3a},
  note = {Publication status: Published}
}

@article{CleverPBKT2022ProcessOriented,
  author = {Lena Clever and Janina Susanne Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Process-Oriented Stream Classification Pipeline: A Literature Review},
  journal = {Applied Sciences},
  year = {2022},
  volume = {12},
  number = {8},
  pages = {1--44},
  doi = {10.3390/app12189094},
  url = {https://www.mdpi.com/2076-3417/12/18/9094},
  note = {Publication status: Published}
}

@article{HeinsBPSTK2022AStudyOnThe,
  author = {Jonathan Heins and Jakob Bossek and Janina Susanne Pohl and Moritz Vincent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection},
  journal = {Theoretical Computer Science (Theoret. Comput. Sci.)},
  year = {2022},
  volume = {940},
  doi = {10.1016/j.tcs.2022.10.019},
  note = {Publication status: Published}
}

@inproceedings{AsparKSTG2021Multi3Optimizing,
  author = {Pelin Aspar and Pascal Kerschke and Vera Steinhoff and Heike Trautmann and Christian Grimme},
  title = {Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization},
  booktitle = {Evolutionary Multi-Criterion Optimization: 11$^{th}$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings},
  pages = {311--322},
  editor = {H. et al. Ishibuchi},
  year = {2021},
  publisher = {Springer},
  address = {Heidelberg, Berlin},
  doi = {10.1007/978-3-030-72062-9_25},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-72062-9_25},
  note = {Publication status: Published}
}

@inproceedings{AssenmacherNMSRT2021RPModRPCrowd,
  author = {Dennis Assenmacher and Marco Niemann and Kilian Müller and Moritz V. Seiler and Dennis M. Riehle and Heike Trautmann},
  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)},
  pages = {1--14},
  editor = {J. Vanschoren and S. Yeung},
  year = {2021},
  publisher = {Selbstverlag --- Eigenverlag},
  address = {online},
  url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/c9e1074f5b3f9fc8ea15d152add07294-Paper-round2.pdf},
  note = {Publication status: Published}
}

@inproceedings{HeinsBPSTK2021OnThePotential,
  author = {Jonathan Heins and Jakob Bossek and Janina Pohl and Moritz Seiler and Heike Trautmann and Pascal Kerschke},
  title = {On the Potential of Normalized TSP Features for Automated Algorithm Selection},
  booktitle = {Proceedings of the 16$^{th}$ ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI)},
  pages = {1--15},
  editor = {for Computing Machinery Association},
  year = {2021},
  publisher = {ACM Press},
  address = {Dornbirn, Austria},
  doi = {10.1145/3450218.3477308},
  url = {https://dl.acm.org/doi/10.1145/3450218.3477308},
  note = {Publication status: Published}
}

@inproceedings{PragerMP2021TowardsFeatureFree,
  author = {Raphael Patrick
Seiler Prager and Vinzent
Trautmann Heike
Kerschke Moritz and  Pascal},
  title = {Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence},
  year = {2021},
  address = {Orlando, Florida, USA},
  note = {Publication status: Published}
}

@article{AssenmacherWPCBRCTNG2021Benchmarking,
  author = {Dennis Assenmacher and Derek Weber and Mike Preuss and Valdez André Calero and Alison Bradshaw and Björn Ross and Stefano Cresci and Heike Trautmann and Frank Neumann and Christian Grimme},
  title = {Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem},
  journal = {Social Science Computer Review},
  year = {2021},
  volume = {online first},
  doi = {10.1177/08944393211012268},
  note = {Publication status: Published}
}

@article{CoombsSKSBBCFGJGST2021WhatIsItAbout,
  author = {Crispin Coombs and Patrick Stacey and Peter Kawalek and Boyka Simeonova and Jörg Becker and Katrin Bergener and João Álvaro Carvalho and Marcelo Fantinato and Niels F. Garmann-Johnsen and Christian Grimme and Armin Stein and Heike Trautmann},
  title = {What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A
European Perspective},
  journal = {International Journal of Information Management},
  year = {2021},
  volume = {58},
  doi = {10.1016/j.ijinfomgt.2021.102311},
  url = {https://www.sciencedirect.com/science/article/pii/S0268401221000049},
  note = {Publication status: Published}
}

@article{GrimmeKATPDWE2021PeekingBeyond,
  author = {C Grimme and P Kerschke and P Aspar and H Trautmann and M Preuss and AH Deutz and H Wang and M Emmerich},
  title = {Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization},
  journal = {Computers & Operations Research},
  year = {2021},
  volume = {136},
  pages = {105489},
  doi = {10.1016/j.cor.2021.105489},
  url = {https://www.sciencedirect.com/science/article/pii/S0305054821002367},
  note = {Publication status: Published}
}

@article{RodriguesKDBTWHP2021Estimation,
  author = {Agatha Rodrigues and Pascal Kerschke and Pereira Carlos Alberto {de B.} and Heike Trautmann and Carolin Wagner and Bernd Hellingrath and Adriano Polpo},
  title = {Estimation of component reliability from superposed renewal processes by means of latent variables},
  journal = {Computational Statistics},
  year = {2021},
  volume = {2021},
  doi = {10.1007/s00180-021-01124-0},
  note = {Publication status: Published}
}

@inproceedings{AssenmacherATG2020TowardsRealTime,
  author = {D Assenmacher and L Adam and H Trautmann and C Grimme},
  title = {Towards Real-Time and Unsupervised Campaign Detection in Social Media},
  booktitle = {Proceedings of the Florida Artificial Intelligence Research Society Conference},
  year = {2020},
  address = {Florida, USA},
  url = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18452},
  note = {Publication status: Published}
}

@inproceedings{AssenmacherCPTG2020ATwoPhaseFramework,
  author = {D Assenmacher and L Clever and JS Pohl and H Trautmann and C Grimme},
  title = {A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media},
  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},
  pages = {201--214},
  editor = {G Meiselwitz},
  year = {2020},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-030-49570-1},
  doi = {10.1007/978-3-030-49570-1_14},
  note = {Publication status: Published}
}

@inproceedings{AssenmacherA2020InsideTheTool,
  author = {Dennis Assenmacher and Lena --- Frischlich Lena --- Trautmann Heike --- Grimme Christian Adam},
  title = {Inside the tool set of automation: Free social bot code revisited},
  booktitle = {Disinformation in open online media},
  pages = {101--114},
  series = {Lecture Notes in Computer Science},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  publisher = {Springer},
  address = {Wiesbaden},
  note = {Publication status: Published}
}

@inproceedings{BossekGRT2020TowardsDecision,
  author = {Jakob Bossek and Christian Grimme and Günter Rudolph and Heike Trautmann},
  title = {Towards Decision Support in Dynamic Bi-Objective Vehicle Routing},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  pages = {1--8},
  year = {2020},
  address = {Glasgow, UK},
  doi = {10.1109/CEC48606.2020.9185778},
  note = {Publication status: Published}
}

@inproceedings{BossekGT2020DynamicBiObjective,
  author = {Jakob Bossek and Christian Grimme and Heike Trautmann},
  title = {Dynamic Bi-Objective Routing  of Multiple Vehicles},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
  pages = {166--174},
  year = {2020},
  publisher = {ACM},
  address = {Cancun, Mexico},
  note = {Publication status: Published}
}

@inproceedings{BossekKT2020AnytimeBehavior,
  author = {Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  pages = {1--8},
  year = {2020},
  publisher = {IEEE},
  address = {Glasgow, UK},
  url = {https://arxiv.org/abs/2005.13289},
  note = {Publication status: Published}
}

@inproceedings{CarneinTBP2020TowardsAutomated,
  author = {Matthias Carnein and Heike Trautmann and Albert Bifet and Bernhard Pfahringer},
  title = {Towards Automated Configuration of Stream Clustering Algorithms},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD '19)},
  pages = {137--143},
  year = {2020},
  address = {Würzburg, Germany},
  isbn = {978-3-030-43823-4},
  doi = {10.1007/978-3-030-43823-4_12},
  note = {Publication status: Published}
}

@inproceedings{CarneinTBP2020ConfStream,
  author = {Matthias Carnein and Heike Trautmann and Albert Bifet and Bernhard Pfahringer},
  title = {confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms},
  booktitle = {Proceedings of the 14$^{th}$ Learning and Intelligent Optimization Conference (LION 2020)},
  pages = {80--95},
  year = {2020},
  address = {Athens, Greece},
  doi = {10.1007/978-3-030-53552-0_10},
  note = {Publication status: Published}
}

@inproceedings{LenaFTG2020AutomatedDetection,
  author = {Clever Lena and Lena Frischlich and Heike Trautmann and Christian Grimme},
  title = {Automated detection of nostalgic text in the context of societal pessimism},
  booktitle = {Disinformation in open online media},
  pages = {48--58},
  editor = {Christian Grimme and Mike Preuß and Frank Takes and Annie Waldherr},
  year = {2020},
  address = {Hamburg, Deutschland},
  note = {Publication status: Published}
}

@inproceedings{PragerTWBK2020PerInstance,
  author = {Raphael Patrick Prager and Heike Trautmann and Hao Wang and Thomas H. W. Bäck and Pascal Kerschke},
  title = {Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)},
  pages = {996--1003},
  year = {2020},
  address = {Canberra, Australia},
  doi = {10.1109/SSCI47803.2020.9308510},
  note = {Publication status: Published}
}

@inproceedings{RiehleNBATB2020BuildingAn,
  author = {Dennis M. Riehle and Marco Niemann and Jens Brunk and Dennis Assenmacher and Heike Trautmann and Jörg Becker},
  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. 12$^{th}$ International Conference, SCSM 2020, Held as Part of the 22$^{nd}$ HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part II},
  pages = {71--86},
  series = {Lecture Notes in Computer Science},
  volume = {12195},
  editor = {Gabriele Meiselwitz},
  year = {2020},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-030-49576-3},
  issn = {0302-9743},
  doi = {10.1007/978-3-030-49576-3_6},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-49576-3_6},
  note = {Publication status: Published}
}

@inproceedings{SeilerPBKT2020DeepLearning,
  author = {Moritz V Seiler and Janina Pohl and Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem},
  booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
  pages = {48--64},
  editor = {Thomas Bäck and Mike Preuss and André Deutz and Hao Wang and Carola Doerr and Michael Emmerich and Heike Trautmann},
  year = {2020},
  address = {Leiden, The Netherlands},
  doi = {10.1007/978-3-030-58112-1_4},
  url = {https://arxiv.org/abs/2006.15968},
  note = {Publication status: Published}
}

@inproceedings{SeilerTK2020EnhancingResilience,
  author = {Moritz Vinzent Seiler and Heike Trautmann and Pascal Kerschke},
  title = {Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2020},
  address = {Glasgow, UK},
  doi = {10.1109/IJCNN48605.2020.9207338},
  url = {https://arxiv.org/abs/2005.13293},
  note = {Publication status: Published}
}

@inproceedings{SteinhoffKATG2020Multiobjectivization,
  author = {Vera Steinhoff and Pascal Kerschke and Pelin Aspar and Heike Trautmann and Christian Grimme},
  title = {Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent},
  booktitle = {Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)},
  pages = {2445--2452},
  year = {2020},
  address = {Canberra, Australia},
  doi = {10.1109/SSCI47803.2020.9308259},
  url = {https://arxiv.org/pdf/2010.01004.pdf},
  note = {Publication status: Published}
}

@article{AssenmacherCFQTHG2020Demystifying,
  author = {Dennis Assenmacher and Lena Clever and Lena Frischlich and Thorsten Quandt and  Trautmann and  Heike and Christian Grimme},
  title = {Demystifying social bots: On the intelligence of automated social media actors},
  journal = {Social media --- society},
  year = {2020},
  volume = {00},
  note = {Publication status: Published}
}

@article{BossekKT2020AMultiObjective,
  author = {Jakob Bossek and Pascal Kerschke and Heike Trautmann},
  title = {A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms},
  journal = {Applied Soft Computing},
  year = {2020},
  volume = {2020},
  number = {88},
  pages = {105901},
  doi = {10.1016/j.asoc.2019.105901},
  url = {http://www.sciencedirect.com/science/article/pii/S1568494619306829},
  note = {Publication status: Published}
}

@book{BauerILSTV2019Applications,
  editor = {N. Bauer and K. Ickstadt and K. Lübke and G. Szepannek and H. Trautmann and M. Vichi},
  title = {Applications in Statistical Computing --- From Music Data Analysis to Industrial Quality Improvement},
  series = {Studies in Classification, Data Analysis, and Knowledge Organization},
  year = {2019},
  publisher = {Springer International Publishing},
  isbn = {978-3-030-25147-5},
  note = {Publication status: Published}
}

@incollection{KerschkeT2019Comprehensive,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {Comprehensive Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems Using the R-package flacco},
  booktitle = {Applications in Statistical Computing},
  pages = {93--123},
  editor = {Nadja Bauer and Katja Ickstadt and Karsten Lübke and Gero Szepannek and Heike Trautmann and Maurizio Vichi},
  year = {2019},
  publisher = {Springer},
  doi = {10.1007/978-3-030-25147-5_7},
  note = {Publication status: Published}
}

@inproceedings{BossekT2019MultiObjective,
  author = {J Bossek and H Trautmann},
  title = {Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time},
  booktitle = {Learning and Intelligent Optimization},
  pages = {215--219},
  series = {Lecture Notes in Computer Science},
  volume = {11353},
  editor = {R Battiti and M Brunato and I Kotsireas and P Pardalos},
  year = {2019},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-030-05347-5},
  note = {Publication status: Published}
}

@inproceedings{BossekGMRT2019BiObjective,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Günter Rudolph and Heike Trautmann},
  title = {Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {516--528},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer International Publishing},
  address = {East Lansing, Michigan, USA},
  isbn = {978-3-030-12597-4},
  doi = {10.1007/978-3-030-12598-1_41},
  note = {Publication status: Published}
}

@inproceedings{BossekKNWNT2019EvolvingDiverse,
  author = {Jakob Bossek and Pascal Kerschke and Aneta Neumann and Markus Wagner and Frank Neumann and Heike Trautmann},
  title = {Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators},
  booktitle = {Proceedings of the 15$^{th}$ ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV)},
  pages = {58--71},
  editor = {Tobias Friedrich and Carola Doerr and Dirk Arnold},
  year = {2019},
  address = {Potsdam, Germany},
  doi = {10.1145/3299904.3340307},
  note = {Publication status: Published}
}

@inproceedings{CarneinHTV2019ARecommender,
  author = {Matthias Carnein and Leschek Homann and Heike Trautmann and Gottfried Vossen},
  title = {A Recommender System Based on Omni-Channel Customer Data},
  booktitle = {Proceedings of the 21$^{st}$ IEEE Conference on Business Informatics (CBI' 19)},
  pages = {65--74},
  year = {2019},
  address = {Moscow, Russia},
  note = {Publication status: Published}
}

@inproceedings{CarneinT2019CustomerSegmentation,
  author = {Matthias Carnein and Heike Trautmann},
  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)},
  pages = {280--292},
  year = {2019},
  address = {Macau, China},
  note = {Publication status: Published}
}

@inproceedings{GrimmeKEPDT2019SlidingToThe,
  author = {Christian Grimme and Pascal Kerschke and Michael T M Emmerich and Mike Preuss and André H Deutz and Heike Trautmann},
  title = {Sliding to the Global Optimum: How to Benefit from Non-Global
Optima in Multimodal Multi-Objective Optimization},
  booktitle = {AIP Conference Proceedings},
  pages = {020052-1-020052-4},
  year = {2019},
  publisher = {AIP Publishing},
  address = {Leiden, The Netherlands},
  doi = {10.1063/1.5090019},
  url = {https://aip.scitation.org/doi/pdf/10.1063/1.5090019?class=pdf},
  note = {Publication status: Published}
}

@inproceedings{GrimmeKT2019Multimodality,
  author = {Christian Grimme and Pascal Kerschke and Heike Trautmann},
  title = {Multimodality in Multi-Objective Optimization --- More Boon than Bane?},
  booktitle = {Proceedings of the 10$^{th}$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {126--138},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer},
  address = {East Lansing, MI, USA},
  doi = {10.1007/978-3-030-12598-1_11},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-12598-1_11},
  note = {Publication status: Published}
}

@article{CarneinT2019Optimizing,
  author = {Matthias Carnein and Heike Trautmann},
  title = {Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms},
  journal = {Business and Information Systems Engineering (BISE)},
  year = {2019},
  volume = {61},
  number = {3},
  pages = {277--297},
  note = {Publication status: Published}
}

@article{KerschkeHNT2019AutomatedAlgorithm,
  author = {Pascal Kerschke and Holger H Hoos and Frank Neumann and H Trautmann},
  title = {Automated Algorithm Selection: Survey and Perspectives},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {1},
  pages = {3--45},
  doi = {10.1162/evco_a_00242},
  url = {https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00242},
  note = {Publication status: Published}
}

@article{KerschkeT2019AutomatedAlgorithm,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {1},
  pages = {99--127},
  doi = {10.1162/evco_a_00236},
  url = {https://www.mitpressjournals.org/doi/abs/10.1162/evco_a_00236},
  note = {Publication status: Published}
}

@article{KerschkeWPGDTE2019SearchDynamics,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Search Dynamics on Multimodal Multi-Objective Problems},
  journal = {Evolutionary Computation (ECJ)},
  year = {2019},
  volume = {27},
  number = {4},
  pages = {577--609},
  doi = {10.1162/evco_a_00234},
  url = {https://www.mitpressjournals.org/doi/full/10.1162/evco_a_00234},
  note = {Publication status: Published}
}

@inproceedings{BossekGMRT2018LocalSearch,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Guenter Rudolph and Heike Trautmann},
  title = {Local Search Effects in Bi-Objective Orienteering},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {585--592},
  series = {GECCO '18},
  year = {2018},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-5618-3},
  doi = {10.1145/3205455.3205548},
  note = {Publication status: Published}
}

@inproceedings{KerschkeBT2018Parameterization,
  author = {Pascal Kerschke and Jakob Bossek and Heike Trautmann},
  title = {Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18) Companion},
  pages = {1737--1744},
  year = {2018},
  address = {Kyoto, Japan},
  isbn = {978-1-4503-5764-7/18/07},
  doi = {10.1145/3205651.3208233},
  url = {https://dl.acm.org/citation.cfm?id=3205651.3208233},
  note = {Publication status: Published}
}

@inproceedings{VanEngelenVLTT2018AccurateWiFi,
  author = {J.E. {van Engelen} and J.J. {van Lier} and F.W. Takes and H Trautmann},
  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)},
  pages = {524--540},
  year = {2018},
  publisher = {Springer},
  address = {Dublin, Ireland},
  note = {Publication status: Published}
}

@article{CarneinT2018EvoStream,
  author = {Matthias Carnein and Heike Trautmann},
  title = {evoStream --- Evolutionary Stream Clustering Utilizing Idle Times},
  journal = {Big Data Research},
  year = {2018},
  volume = {14},
  pages = {101--111},
  doi = {10.1016/j.bdr.2018.05.005},
  note = {Publication status: Published}
}

@article{KerschkeKBHT2018Leveraging,
  author = {Pascal Kerschke and Lars Kotthoff and Jakob Bossek and Holger H. Hoos and Heike Trautmann},
  title = {Leveraging TSP Solver Complementarity through Machine Learning},
  journal = {Evolutionary Computation (ECJ)},
  year = {2018},
  volume = {26},
  number = {4},
  pages = {597--620},
  doi = {10.1162/evco_a_00215},
  url = {https://www.mitpressjournals.org/doi/abs/10.1162/evco_a_00215},
  note = {Publication status: Published}
}

@article{LiWTJE2018Multiobjective,
  author = {L Li and Y Wang and H Trautmann and N Jing and M Emmerich},
  title = {Multiobjective evolutionary algorithms based on target region preferences},
  journal = {Swarm and Evolutionary Computation},
  year = {2018},
  volume = {40},
  pages = {196--215},
  doi = {10.1016/j.swevo.2018.02.006},
  url = {http://www.sciencedirect.com/science/article/pii/S2210650217304698},
  note = {Publication status: Published}
}

@incollection{AdrianLTRS2017TheDirected,
  author = {Sosa Hernández V Adrián and A Lara and H Trautmann and G Rudolph and O Schütze},
  title = {The Directed Search Method for Unconstrained Parameter Dependent Multi-objective Optimization Problems},
  booktitle = {NEO 15},
  pages = {281--330},
  editor = {O Schütze and L Trujillo and P Legrand and Y Maldonado},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-44003-3},
  doi = {10.1007/978-3-319-44003-3_12},
  url = {http://dx.doi.org/10.1007/978-3-319-44003-3_12},
  note = {Publication status: Published}
}

@incollection{LiYBFTJE2017BuildingAnd,
  author = {L Li and I Yevseyeva and V Basto-Fernandes and H Trautmann and N Jing and M Emmerich},
  title = {Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {406--421},
  editor = {H Trautmann and G Rudolph and K Klamroth and O Schütze and M Wiecek and Y Jin and C Grimme},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_28},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_28},
  note = {Publication status: Published}
}

@incollection{TierneyHGT2017MultiObjective,
  author = {K Tierney and J Handali and C Grimme and H Trautmann},
  title = {Multi-objective Optimization for Liner Shipping Fleet Repositioning},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {622--638},
  editor = {H Trautmann and G Rudolph and K Klamroth and O Schütze and M Wiecek and Y Jin and C Grimme},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_42},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_42},
  note = {Publication status: Published}
}

@inproceedings{CarneinAT2017AnEmpirical,
  author = {Matthias Carnein and Dennis Assenmacher and Heike Trautmann},
  title = {An Empirical Comparison of Stream Clustering Algorithms},
  booktitle = {Proceedings of the ACM International Conference on Computing Frontiers (CF '17)},
  pages = {361--365},
  year = {2017},
  address = {Siena, Italy},
  isbn = {978-1-4503-4487-6/17/05},
  doi = {10.1145/3075564.3078887},
  note = {Publication status: Published}
}

@inproceedings{CarneinAT2017StreamClustering,
  author = {Matthias Carnein and Dennis Assenmacher and Heike Trautmann},
  title = {Stream Clustering of Chat Messages with Applications to Twitch Streams},
  booktitle = {Proceedings of the 36$^{th}$ International Conference on Conceptual Modeling (ER'17)},
  pages = {79--88},
  editor = {Sergio {de Cesare} and Frank Ulrich},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Valencia, Spain},
  isbn = {978-3-319-70625-2},
  doi = {10.1007/978-3-319-70625-2_8},
  note = {Publication status: Published}
}

@inproceedings{CarneinHHTVBK2017TowardsEfficient,
  author = {Matthias Carnein and Markus Heuchert and Leschek Homann and Heike Trautmann and Gottfried Vossen and Jörg Becker and Karsten Kraume},
  title = {Towards Efficient and Informative Omni-Channel Customer Relationship Management},
  booktitle = {Proceedings of the 36$^{th}$ International Conference on Conceptual Modeling (ER'17)},
  pages = {69--78},
  series = {Lecture Notes in Computer Science},
  volume = {10651},
  editor = {Sergio {de Cesare} and Frank Ulrich},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Valencia, Spain},
  isbn = {978-3-319-70625-2},
  doi = {10.1007/978-3-319-70625-2_7},
  note = {Publication status: Published}
}

@inproceedings{CarneinHTVK2017CustomerService,
  author = {Matthias Carnein and Leschek Homann and Heike Trautmann and Gottfried Vossen and Karsten Kraume},
  title = {Customer Service in Social Media --- An Empirical Study of the Airline Industry},
  booktitle = {Proceedings of the 17$^{th}$ Conference on Database Systems for Business, Technology, and Web (BTW '17)},
  pages = {33--40},
  series = {Lecture Notes in Informatics (LNI)},
  volume = {P-266},
  editor = {Mitschang and Norbert Ritter and Holger Schwarz and Meike Klettke and Andreas Thor and Oliver Kopp and Matthias Wieland Bernhard},
  year = {2017},
  publisher = {Gesellschaft für Informatik},
  address = {Stuttgart, Germany},
  issn = {978-3-88579-660-2},
  note = {Publication status: Published}
}

@article{GrimmePAT2017SocialBots,
  author = {C Grimme and M Preuss and L Adam and H Trautmann},
  title = {Social Bots: Human-Like by Means of Human Control?},
  journal = {Big Data},
  year = {2017},
  volume = {5},
  number = {4},
  pages = {279--293},
  doi = {10.1089/big.2017.0044},
  url = {https://doi.org/10.1089/big.2017.0044},
  note = {Publication status: Published}
}

@techreport{TrautmannVHCK2017Challenges,
  author = {Heike Trautmann and Gottfried Vossen and Leschek Homann and Matthias Carnein and Karsten Kraume},
  title = {Challenges of Data Management and Analytics in Omni-Channel CRM},
  institution = {European Research Center for Information Systems},
  series = {ERCIS Working Papers},
  number = {28},
  volume = {28},
  editor = {J Becker and K Backhaus and M Dugas and B Hellingrath and T Hoeren and S Klein and H Kuchen and H Trautmann and G Vossen},
  year = {2017},
  address = {Münster},
  note = {Publication status: Published}
}

@incollection{RudolphST2016OnTheClosest,
  author = {G Rudolph and O Schütze and H Trautmann},
  title = {On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front},
  booktitle = {Applications of Evolutionary Computation: 19$^{th}$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 --- April 1, 2016, Proceedings, Part II},
  pages = {42--55},
  editor = {G Squillero and P Burelli},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-31153-1},
  doi = {10.1007/978-3-319-31153-1_4},
  url = {http://dx.doi.org/10.1007/978-3-319-31153-1_4},
  note = {Publication status: Published}
}

@inproceedings{BlotHJMT2016MOParamILS,
  author = {A Blot and H Hoos and L Jourdan and M Marmion and H Trautmann},
  title = {MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework},
  booktitle = {LION 2016: Learning and Intelligent Optimization},
  pages = {32--47},
  series = {LNTCS},
  volume = {10079},
  editor = {Vanschooren et al. Joaquin},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-319-50349-3_3},
  note = {Publication status: Published}
}

@inproceedings{BossekT2016EvolvingInstances,
  author = {J Bossek and H Trautmann},
  title = {Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers},
  booktitle = {Learning and Intelligent Optimization},
  pages = {48--59},
  series = {Lecture Notes in Computer Science},
  volume = {10079},
  editor = {P Festa and M Sellmann and J Vanschoren},
  year = {2016},
  publisher = {Springer International Publishing},
  address = {Ischia, Italy},
  isbn = {978-3-319-50348-6},
  doi = {10.1007/978-3-319-50349-3_4},
  note = {Publication status: Published}
}

@inproceedings{BossekT2016Understanding,
  author = {J Bossek and H Trautmann},
  title = {Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP
Solvers with Maximum Performance Difference},
  booktitle = {AI*IA 2016 Advances in Artificial Intelligence},
  pages = {3--12},
  series = {Lecture Notes in Computer Science},
  volume = {10037},
  editor = {G Adorni and S Cagnoni and M Gori and M Maratea},
  year = {2016},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-319-49129-5},
  doi = {10.1007/978-3-319-49130-11},
  note = {Publication status: Published}
}

@inproceedings{KerschkePWT2016LowBudgetExploratory,
  author = {Pascal Kerschke and Mike Preuss and Simon Wessing and Heike Trautmann},
  title = {Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models},
  booktitle = {Proceedings of the 18$^{th}$ Annual Conference on Genetic and Evolutionary Computation},
  pages = {229--236},
  year = {2016},
  address = {Denver, CO, USA},
  isbn = {978-1-4503-4206-3},
  doi = {10.1145/2908812.2908845},
  url = {http://dl.acm.org/ft_gateway.cfm?id=2908845&ftid=1769968&dwn=1&CFID=713009283&CFTOKEN=63074777},
  note = {Publication status: Published}
}

@inproceedings{KerschkeT2016TheRPackage,
  author = {Pascal Kerschke and Heike Trautmann},
  title = {The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation (CEC)},
  year = {2016},
  address = {Vancouver, BC, Kanada},
  doi = {10.1109/CEC.2016.7748359},
  url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7748359},
  note = {Publication status: Published}
}

@inproceedings{KerschkeWPGDTE2016TowardsAnalyzing,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Towards Analyzing Multimodality of Multiobjective Landscapes},
  booktitle = {Proceedings of the 14$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XIV)},
  pages = {962--972},
  series = {Lecture Notes in Computer Science},
  year = {2016},
  publisher = {Springer},
  address = {Edinburgh, Scotland},
  doi = {10.1007/978-3-319-45823-6_90},
  url = {http://link.springer.com/content/pdf/10.1007%2F978-3-319-45823-6_90.pdf},
  note = {Publication status: Published}
}

@article{NeumannT2016WorkingGroup,
  author = {F Neumann and H Trautmann},
  title = {Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211)},
  journal = {Dagstuhl Reports},
  year = {2016},
  volume = {5},
  number = {5},
  pages = {78--79},
  doi = {10.4230/DagRep.5.5.57},
  url = {http://drops.dagstuhl.de/opus/volltexte/2016/5402},
  note = {Publication status: Published}
}

@article{RudolphSGDMT2016OptimalAveraged,
  author = {G Rudolph and O Schütze and C Grimme and C Domínguez-Medina and H Trautmann},
  title = {Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results},
  journal = {Computational Optimization and Applications (Comput. Optim. Appl.)},
  year = {2016},
  volume = {64},
  number = {2},
  pages = {589--618},
  doi = {10.1007/s10589-015-9815-8},
  url = {http://dx.doi.org/10.1007/s10589-015-9815-8},
  note = {Publication status: Published}
}

@article{SchuetzeSTR2016TheHypervolume,
  author = {O Schütze and Hernandez VA Sosa and H Trautmann and G Rudolph},
  title = {The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems},
  journal = {Journal of Heuristics},
  year = {2016},
  volume = {22},
  number = {3},
  pages = {273--300},
  doi = {10.1007/s10732-016-9310-0},
  note = {Publication status: Published}
}

@inproceedings{ChinnovKMST2015AnOverview,
  author = {Andrey Chinnov and Pascal Kerschke and Christian Meske and Stefan Stieglitz and Heike Trautmann},
  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)},
  pages = {1--10},
  year = {2015},
  address = {Puerto Rico},
  isbn = {978-0-9966831-0-4},
  url = {http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1274&context=amcis2015},
  note = {Publication status: Published}
}

@inproceedings{GrimmeMTRW2015MultiObjective,
  author = {C Grimme and S Meisel and H Trautmann and G Rudolph and M Wölck},
  title = {Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle},
  booktitle = {Proceedings of the European Conference On Information Systems},
  year = {2015},
  address = {Münster, Germany},
  note = {Publication status: Published}
}

@inproceedings{KerschkePWT2015DetectingFunnel,
  author = {Pascal Kerschke and Mike Preuss and Simon Wessing and Heike Trautmann},
  title = {Detecting Funnel Structures by Means of Exploratory Landscape Analysis},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15)},
  pages = {265--272},
  editor = {Sara Silva},
  year = {2015},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-3472-3},
  doi = {10.1145/2739480.2754642},
  url = {http://doi.acm.org/10.1145/2739480.2754642},
  note = {Publication status: Published}
}

@inproceedings{KotthoffKHT2015ImprovingThe,
  author = {Lars Kotthoff and Pascal Kerschke and Holger H Hoos and Heike Trautmann},
  title = {Improving the State of the Art in Inexact TSP Solving using Per-Instance Algorithm Selection},
  booktitle = {Learning and Intelligent Optimization, 9$^{th}$ International Conference},
  pages = {202--217},
  editor = {Clarisse Dhaenens and Laetitia Jourdan and Marie-Eléonore Marmion},
  year = {2015},
  publisher = {Springer International Publishing},
  address = {Cham},
  doi = {10.1007/978-3-319-19084-6_18},
  url = {http://download.springer.com/static/pdf/93/chp%253A10.1007%252F978-3-319-19084-6_18.pdf?originUrl=http%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-319-19084-6_18&token2=exp=1483628705~acl=%2Fstatic%2Fpdf%2F93%2Fchp%25253A10.1007%25252F978-3-319-},
  note = {Publication status: Published}
}

@inproceedings{MeiselGBWRT2015Evaluation,
  author = {Stephan Meisel and Christian Grimme and Jakob Bossek and Martin Wölck and Guenter Rudolph and Heike Trautmann},
  title = {Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15)},
  pages = {425--432},
  year = {2015},
  address = {Madrid, Spain},
  isbn = {978-1-4503-3472-3},
  doi = {10.1145/2739480.2754705},
  note = {Publication status: Published}
}

@inproceedings{SosaSTR2015OnTheBehavior,
  author = {Hernandez V Sosa and O Schütze and H Trautmann and G Rudolph},
  title = {On the Behavior of Stochastic Local Search within Parameter Dependent MOPs},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 8$^{th}$ International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II},
  pages = {126--140},
  series = {Lecture Notes in Computer Science},
  volume = {9019},
  editor = {António Gaspar-Cunha and Antunes Carlos Henggeler and Coello Carlos Coello},
  year = {2015},
  address = {Guimaraes, Portugal},
  isbn = {978-3-319-15891-4},
  issn = {0302-9743},
  doi = {10.1007/978-3-319-15892-1_9},
  note = {Publication status: Published}
}

@misc{MartiGKTR2015AveragedHausdorff,
  author = {Luis Martí and Christian Grimme and Pascal Kerschke and Heike Trautmann and Günter Rudolph},
  title = {Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms},
  year = {2015},
  doi = {10.1145/2739482.2764631},
  url = {http://doi.acm.org/10.1145/2739482.2764631},
  note = {Publication status: Published}
}

@article{BrockhoffWT2015R2Indicator,
  author = {D Brockhoff and T Wagner and H Trautmann},
  title = {R2 Indicator Based Multiobjective Search},
  journal = {Evolutionary Computation Journal},
  year = {2015},
  volume = {23},
  number = {3},
  pages = {369--395},
  doi = {10.1162/EVCO_a_00135},
  url = {https://hal.inria.fr/hal-01329559},
  note = {Publication status: Published}
}

@article{MersmannPTBW2015AnalyzingThe,
  author = {O Mersmann and M Preuss and H Trautmann and B Bischl and C Weihs},
  title = {Analyzing the BBOB Results by Means of Benchmarking Concepts},
  journal = {Evolutionary Computation Journal},
  year = {2015},
  volume = {23},
  number = {1},
  pages = {161--185},
  note = {Publication status: Published}
}

@incollection{KerschkePHSSGRBT2014CellMapping,
  author = {Pascal Kerschke and Mike Preuss and Carlos Hernández and Oliver Schütze and Jian-Qiao Sun and Christian Grimme and Günter Rudolph and Bernd Bischl and Heike Trautmann},
  title = {Cell Mapping Techniques for Exploratory Landscape Analysis},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {115--131},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {Alexandru-Adrian Tantar and Emilia Tantar and Jian-Qiao Sun and Wei Zhang and Qian Ding and Oliver Schütze and Michael T M Emmerich and Pierrick Legrand and Moral Pierre Del and Coello Carlos A Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_9},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_9},
  note = {Publication status: Published}
}

@incollection{RudolphSGT2014AMultiobjective,
  author = {G Rudolph and O Schütze and C Grimme and H Trautmann},
  title = {A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {261--273},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {A Tantar and E Tantar and J Sun and W Zhang and Q Ding and O Schütze and M Emmerich and P Legrand and Moral P Del and Coello CA Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_18},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_18},
  note = {Publication status: Published}
}

@inproceedings{RudolphGST2014AnAspiration,
  author = {Günter Rudolph and Christian Grimme and Oliver Schütze and Heike Trautmann},
  title = {An Aspiration Set EMOA Based on Averaged Hausdorff Distances},
  booktitle = {Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8)},
  pages = {153--156},
  series = {Lecture Notes in Computer Science},
  volume = {8426},
  year = {2014},
  publisher = {Springer},
  address = {Gainesville, Florida, USA},
  url = {http://www.caopt.com/LION8/Papers/Gunther.pdf},
  note = {Publication status: Published}
}

@inproceedings{WessingPT2014StoppingCriteria,
  author = {S Wessing and M Preuss and H Trautmann},
  title = {Stopping Criteria for Multimodal Optimization},
  booktitle = {Proceedings of the Parallel Problem Solving from Nature --- PPSN XIII},
  pages = {141--150},
  series = {Lecture Notes in Computer Science},
  volume = {8672},
  editor = {T Bartz-Beielstein and J Branke and B Filipic and J Smith},
  year = {2014},
  publisher = {Springer},
  address = {Ljubljana, Slovenia},
  doi = {10.1007/978-3-319-10762-2_14},
  url = {http://dx.doi.org/10.1007/978-3-319-10762-2_14},
  note = {Publication status: Published}
}

@incollection{SosaSRT2013TheDirected,
  author = {Hernández V Sosa and O Schütze and G Rudolph and H Trautmann},
  title = {The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV},
  pages = {189--205},
  series = {Advances in Intelligent Systems and Computing},
  volume = {227},
  editor = {M Emmerich and A Deutz and O Schuetze and T Bäck and A Tantar and PD Moral and P Legrand and P Bouvry and CA Coello},
  year = {2013},
  publisher = {Springer International Publishing},
  isbn = {978-3-319-01127-1},
  doi = {10.1007/978-3-319-01128-8_13},
  url = {http://dx.doi.org/10.1007/978-3-319-01128-8_13},
  note = {Publication status: Published}
}

@incollection{TrautmannRDMS2013FindingEvenly,
  author = {H Trautmann and G Rudolph and C Dominguez-Medina and O Schütze},
  title = {Finding Evenly Spaced Pareto Fronts for Three-Objective Optimization Problems},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II},
  pages = {89--105},
  series = {Advances in Intelligent Systems and Computing},
  volume = {175},
  editor = {O Schütze and Coello CA Coello and A Tantar and E Tantar and P Bouvry and Moral P Del and P Legrand},
  year = {2013},
  publisher = {Springer Berlin Heidelberg},
  isbn = {978-3-642-31518-3},
  doi = {10.1007/978-3-642-31519-0_6},
  url = {http://dx.doi.org/10.1007/978-3-642-31519-0_6},
  note = {Publication status: Published}
}

@inproceedings{DominguezMedinaRST2013EvenlySpaced,
  author = {C Dominguez-Medina and G Rudolph and O Schütze and H Trautmann},
  title = {Evenly spaced Pareto fronts of quad-objective problems using PSA partitioning technique},
  booktitle = {Proceedings of the 2013 IEEE Congress on Evolutionary Computation (CEC)},
  pages = {3190--3197},
  year = {2013},
  address = {Cancun, Mexico},
  note = {Publication status: Published}
}

@inproceedings{NallaperumaWNBMT2013AFeatureBased,
  author = {S Nallaperuma and M Wagner and F Neumann and B Bischl and O Mersmann and H Trautmann},
  title = {A Feature-Based Comparison of Local Search and the Christofides Algorithm for the Travelling Salesperson Problem},
  booktitle = {Foundations of Genetic Algorithms XII, forthcoming},
  pages = {147--160},
  editor = {F Neumann and K {de Jong}},
  year = {2013},
  address = {Adelaide, Australia},
  note = {Publication status: Published}
}

@inproceedings{PreussKHT2013ReactiveStrategy,
  author = {M Preuss and D Kozakowski and J Hagelbäck and H Trautmann},
  title = {Reactive strategy choice in StarCraft by means of Fuzzy Control},
  booktitle = {Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG)},
  pages = {1--8},
  year = {2013},
  address = {Niagara Falls, ON, Canada,},
  note = {Publication status: Published}
}

@inproceedings{RudolphTSS2013EvenlySpaced,
  author = {G Rudolph and H Trautmann and S Sengupta and O Schütze},
  title = {Evenly Spaced Pareto Front Approximations for Tricriteria Problems Based on Triangulation},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 7$^{th}$ International Conference, EMO 2013, Sheffield, UK, Proceedings},
  pages = {443--458},
  series = {Lecture Notes in Computer Science},
  volume = {7811},
  editor = {RC Purshouse and PJ Fleming and CM Fonseca and S Greco and J Shaw},
  year = {2013},
  publisher = {Springer},
  note = {Publication status: Published}
}

@inproceedings{SosaHernandezSRT2013DirectedSearch,
  author = {VA Sosa-Hernandez and O Schütze and G Rudoph and H Trautmann},
  title = {Directed Search Method for Indicator-based Multi-objective Evolutionary Algorithms},
  booktitle = {Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion},
  pages = {1699--1702},
  series = {GECCO '13 Companion},
  year = {2013},
  publisher = {ACM},
  address = {New York, NY, USA},
  doi = {10.1145/2464576.2482756},
  note = {Publication status: Published}
}

@inproceedings{TrautmannWB2013R2EMOAFocused,
  author = {H Trautmann and T Wagne and D Brockhoff},
  title = {R2-EMOA: Focused Multiobjective Search Using R2-Indicator-Based Selection},
  booktitle = {Proceedings of the Learning and Intelligent Optimization Conference 7},
  pages = {70--74},
  series = {Lecture Notes in Computer Science},
  volume = {7997},
  editor = {H Trautmann and T Wagner and D Brockhoff},
  year = {2013},
  address = {Catania, Italy},
  note = {Publication status: Published}
}

@inproceedings{WagnerTB2013Preference,
  author = {T Wagner and H Trautmann and D Brockhoff},
  title = {Preference Articulation by Means of the R2 Indicator},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 7$^{th}$ International Conference, EMO 2013, Sheffield, UK, Proceedings},
  pages = {81--95},
  series = {Lecture Notes in Computer Science},
  volume = {7811},
  editor = {R C Purshouse and P J Fleming and C M Fonseca and S Greco and J Shaw},
  year = {2013},
  publisher = {Springer},
  address = {Sheffield, UK,},
  note = {Publication status: Published}
}

@article{MersmannBTWBN2013ANovelFeatureBased,
  author = {O Mersmann and B Bischl and H Trautmann and M Wagner and J Bossek and F Neumann},
  title = {A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem},
  journal = {Annals of Mathematics and Artificial Intelligence},
  year = {2013},
  volume = {69},
  pages = {151--182},
  note = {Publication status: Published}
}

@article{TrautmannWBW2013IndicatorBased,
  author = {H Trautmann and T Wagner and D Biermann and C Weihs},
  title = {Indicator-based Selection in Evolutionary Multiobjective Optimization Algorithms Based On the Desirability Index},
  journal = {Journal of Multi-Criteria Decision Analysis},
  year = {2013},
  volume = {20},
  number = {5-6},
  pages = {319--337},
  note = {Publication status: Published}
}

@inproceedings{BischlMTP2012AlgorithmSelection,
  author = {B Bischl and O Mersmann and H Trautmann and M Preuss},
  title = {Algorithm selection based on exploratory landscape analysis and cost-sensitive learning},
  booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA},
  pages = {313--320},
  editor = {T Soule and JH Moore},
  year = {2012},
  publisher = {ACM},
  note = {Publication status: Published}
}

@inproceedings{BrockhoffWT2012OnTheProperties,
  author = {D Brockhoff and T Wagner and H Trautmann},
  title = {On the Properties of the R2 Indicator},
  booktitle = {Proc. 14$^{th}$ Int'l. Genetic and Evolutionary Computation Conference (GECCO '12)},
  pages = {465--472},
  editor = {T Soule and  others},
  year = {2012},
  publisher = {ACM},
  doi = {10.1145/2330163.2330230},
  note = {Publication status: Published}
}

@inproceedings{MersmannBBTWN2012LocalSearch,
  author = {O Mersmann and B Bischl and J Bossek and H Trautmann and M Wagner and F Neumann},
  title = {Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness},
  booktitle = {Learning and Intelligent Optimization --- 6$^{th}$ International Conference, LION 6, Paris},
  pages = {115--129},
  series = {Lecture Notes in Computer Science},
  volume = {7219},
  editor = {Y Hamadi and M Schoenauer},
  year = {2012},
  publisher = {Springer},
  note = {Publication status: Published}
}

@article{BischlMTW2012Resampling,
  author = {B Bischl and O Mersmann and H Trautmann and C Weihs},
  title = {Resampling Methods in Model Validation},
  journal = {Evolutionary Computation Journal},
  year = {2012},
  volume = {20},
  number = {2},
  pages = {249--275},
  doi = {10.1162/EVCO_a_00069},
  note = {Publication status: Published}
}

@article{RudolphTS2012HomogeneApproximation,
  author = {G Rudolph and H Trautmann and O Schütze},
  title = {Homogene Approximation der Paretofront bei mehrkriteriellen Kontrollproblemen},
  journal = {at-Automatisierungstechnik},
  year = {2012},
  volume = {60},
  pages = {610--621},
  doi = {10.1524/auto.2012.1033},
  note = {Publication status: Published}
}

@inproceedings{GerstlRST2011FindingEvenly,
  author = {K Gerstl and G Rudolph and O Schütze and H Trautmann},
  title = {Finding evenly spaced fronts for multiobjective control via averaging Hausdorff-measure},
  booktitle = {Proceedings of 8$^{th}$ International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)},
  pages = {1--6},
  year = {2011},
  publisher = {IEEE Press},
  doi = {10.1109/ICEEE.2011.6106656},
  note = {Publication status: Published}
}

@inproceedings{MersmannBTPWR2011Exploratory,
  author = {O Mersmann and B Bischl and H Trautmann and M Preuss and C Weihs and G Rudolph},
  title = {Exploratory landscape analysis},
  booktitle = {Proceedings of the 13$^{th}$ annual conference on Genetic and evolutionary computation},
  pages = {829--836},
  series = {GECCO '11},
  year = {2011},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-0557-0},
  note = {Publication status: Published}
}

@inproceedings{WagnerTM2011ATaxonomyOf,
  author = {T Wagner and H Trautmann and L Marti},
  title = {A Taxonomy of Online Stopping Criteria for Multi-Objective Evolutionary Algorithms},
  booktitle = {Evolutionary Multi-Criterion Optimization},
  pages = {16--30},
  series = {Lecture Notes in Computer Science},
  volume = {6576},
  editor = {R Takahashi and K Deb and E Wanner and S Greco},
  year = {2011},
  publisher = {Springer Berlin --- Heidelberg},
  note = {Publication status: Published}
}

@article{NaujoksTWW2011AdvancedConcepts,
  author = {B Naujoks and H Trautmann and S Wessing and C Weihs},
  title = {Advanced concepts for multi-objective evolutionary optimization in aircraft industry},
  journal = {Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering},
  year = {2011},
  volume = {225},
  pages = {1081--1096},
  doi = {10.1177/0954410011414120},
  note = {Publication status: Published}
}

@inproceedings{BischlMT2010Resampling,
  author = {B Bischl and O Mersmann and H Trautmann},
  title = {Resampling Methods in Model Validation},
  booktitle = {Proceedings of the Workshop on Experimental Methods for the Assessment of Computational Systems (WEMACS 2010), Algorithm Engineering Report TR10-2-007},
  editor = {T Bartz-Beielstein and M Chiarandini and L Paquete and M Preuss},
  year = {2010},
  publisher = {Department of Computer Science, TU Dortmund University},
  note = {Publication status: Published}
}

@inproceedings{DingWTMN2010Sequential,
  author = {J Ding and S Wessing and H Trautmann and J Mehnen and B Naujoks},
  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)},
  editor = {R Teti},
  year = {2010},
  publisher = {Copyright C.O.C. Com. org. Conv.},
  address = {Capri, Italy},
  note = {Publication status: Published}
}

@inproceedings{MersmannPT2010Benchmarking,
  author = {O Mersmann and M Preuss and H Trautmann},
  title = {Benchmarking Evolutionary Algorithms: Towards Exploratory Landscape Analysis},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part I},
  pages = {73--82},
  series = {Lecture Notes in Computer Science},
  volume = {6238},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

@inproceedings{MersmannTNW2010OnTheDistribution,
  author = {O Mersmann and H Trautmann and B Naujoks and C Weihs},
  title = {On the Distribution of EMOA Hypervolumes},
  booktitle = {Learning and Intelligent Optimization, 4$^{th}$ International Conference, LION 4, Venice, Italy},
  pages = {333--337},
  series = {Lecture Notes in Computer Science},
  volume = {6073},
  editor = {C Blum and R Battiti},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

@inproceedings{MersmannTNW2010Benchmarking,
  author = {O Mersmann and H Trautmann and B Naujoks and C Weihs},
  title = {Benchmarking evolutionary multiobjective optimization algorithms},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain},
  pages = {1--8},
  year = {2010},
  publisher = {IEEE},
  note = {Publication status: Published}
}

@inproceedings{MostaghimTM2010PreferenceBased,
  author = {S Mostaghim and H Trautmann and O Mersmann},
  title = {Preference-Based Multi-Objective Particle Swarm Optimization Using Desirabilities},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part II},
  pages = {101--110},
  series = {Lecture Notes in Computer Science},
  volume = {6239},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

@inproceedings{VossTI2010NewUncertainty,
  author = {T Voss and H Trautmann and C Igel},
  title = {New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization},
  booktitle = {11$^{th}$ International Conference on Parallel Problem Solving from Nature --- PPSN XI, Proceedings, Part II},
  pages = {260--269},
  series = {Lecture Notes in Computer Science},
  volume = {6239},
  editor = {R Schaefer and C Cotta and J Kolodziej and G Rudolph},
  year = {2010},
  publisher = {Springer},
  note = {Publication status: Published}
}

@inproceedings{WagnerT2010OnlineConvergence,
  author = {T Wagner and H Trautmann},
  title = {Online convergence detection for evolutionary multi-objective algorithms revisited},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain},
  pages = {1--8},
  year = {2010},
  publisher = {IEEE},
  note = {Publication status: Published}
}

@article{AzeneRFOMT2010WorkRollCooling,
  author = {YT Azene and R Roy and D Farrugia and C Onisa and J Mehnen and H Trautmann},
  title = {Work roll cooling system design optimisation in presence of uncertainty and constrains},
  journal = {CIRP Journal of Manufacturing Science and Technology},
  year = {2010},
  volume = {2},
  pages = {290--298},
  doi = {10.1016/j.cirpj.2010.06.001},
  note = {Publication status: Published}
}

@article{WagnerT2010Integration,
  author = {T Wagner and H Trautmann},
  title = {Integration of Preferences in Hypervolume-Based Multiobjective Evolutionary Algorithms by Means of Desirability Functions},
  journal = {IEEE Transactions on Evolutionary Computation},
  year = {2010},
  volume = {14},
  number = {5},
  pages = {688--701},
  doi = {10.1109/TEVC.2010.2058119},
  note = {Publication status: Published}
}

@inproceedings{NaujoksT2009OnlineConvergence,
  author = {B Naujoks and H Trautmann},
  title = {Online Convergence Detection for Multiobjective Aerodynamic Applications},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway},
  pages = {332--339},
  editor = {A Tyrrell},
  year = {2009},
  publisher = {IEEE Press},
  address = {Trondheim, Norway},
  note = {Publication status: Published}
}

@inproceedings{TN2009OCDOnline,
  author = {Wagner H. Trautmann T. and B Naujoks},
  title = {OCD: Online Convergence Detection for Evolutionary Multi-Objective Algorithms Based on Statistical Testing},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO 2009), Lecture Notes in Computer Science (LNCS) 5467},
  pages = {198--215},
  editor = {C Fonseca and X Gandibleux},
  year = {2009},
  publisher = {Springer, Berlin},
  note = {Publication status: Published}
}

@inproceedings{TrautmannMN2009ParetoDominance,
  author = {H Trautmann and J Mehnen and B Naujoks},
  title = {Pareto-Dominance in Noisy Environments},
  booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway},
  pages = {3119--3126},
  editor = {A Tyrrell},
  year = {2009},
  publisher = {IEEE Press},
  note = {Publication status: Published}
}

@article{TrautmannM2009Statistical,
  author = {H Trautmann and J Mehnen},
  title = {Statistical Methods for Improving Multi-objective Evolutionary Optimisation},
  journal = {International Journal of Computational Intelligence Research},
  year = {2009},
  volume = {5},
  number = {2},
  pages = {72--78},
  doi = {10.5019/j.ijcir.2009.172},
  note = {Publication status: Published}
}

@article{TrautmannM2009PreferenceBased,
  author = {H Trautmann and J Mehnen},
  title = {Preference-Based Pareto-Optimization in Certain and Noisy Environments},
  journal = {Engineering Optimization},
  year = {2009},
  volume = {41},
  pages = {23--38},
  doi = {10.1080/03052150802347926},
  note = {Publication status: Published}
}

@article{TrautmannWNPM2009Statistical,
  author = {H Trautmann and T Wagner and B Naujoks and M Preuss and J Mehnen},
  title = {Statistical Methods for Convergence Detection of Multi-Objective Evolutionary Algorithms},
  journal = {Evolutionary Computation, Special Issue: Twelve Years of EC Research in Dortmund},
  year = {2009},
  volume = {17},
  number = {4},
  pages = {493--509},
  note = {Publication status: Published}
}

@inproceedings{MehnenT2008RobustMultiObjective,
  author = {J Mehnen and H Trautmann},
  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)},
  editor = {R Teti},
  year = {2008},
  publisher = {Copyright C.O.C. Com. org. Conv.},
  address = {Naples, Italy},
  note = {Publication status: Published}
}

@inproceedings{TrautmannLMP2008AConvergence,
  author = {H Trautmann and U Ligges and J Mehnen and M Preuss},
  title = {A Convergence Criterion for Multiobjective Evolutionary Algorithms Based on Systematic Statistical Testing},
  booktitle = {Parallel Problem Solving from Nature (PPSN)},
  pages = {825--836},
  editor = {G Rudolph and  others},
  year = {2008},
  publisher = {Springer, Berlin},
  note = {Publication status: Published}
}

@inproceedings{MehnenTT2007Introducing,
  author = {J Mehnen and H Trautmann and A Tiwari},
  title = {Introducing User Preference Using Desirability Functions in Multi-Objective Evolutionary Optimisation of Noisy Processes},
  booktitle = {CEC 2007, IEEE Congress on Evolutionary Computation},
  pages = {2687--2694},
  editor = {KC Tan and J Xu},
  year = {2007},
  address = {Singapore},
  note = {Publication status: Published}
}

@inproceedings{WeihsT2007ParallelUniverses,
  author = {C Weihs and H Trautmann},
  title = {Parallel Universes: Multi-Criteria Optimization},
  booktitle = {Dagstuhl Seminar Proceedings 07181, Parallel Universes and Local Patterns},
  pages = { },
  editor = {MR Berthold and K Morik and A Siebes},
  year = {2007},
  publisher = {Internationales Begegnungs- und Forschungszentrum f�r Informatik (IBFI)},
  address = {Schloss Dagstuhl, Germany},
  note = {Publication status: Published}
}

@inproceedings{MehnenT2006Integration,
  author = {J Mehnen and H Trautmann},
  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},
  pages = {293--298},
  editor = {R Teti},
  year = {2006},
  publisher = {C.O.C. Com. org. Conv. CIRP ICME '06},
  address = {Ischia, Italy},
  note = {Publication status: Published}
}

@article{TrautmannW2006OnTheDistribution,
  author = {H Trautmann and C Weihs},
  title = {On the Distribution of the Desirability Index using Harrington's Desirability Function},
  journal = {Metrika},
  year = {2006},
  volume = {63},
  number = {2},
  pages = {207--213},
  doi = {10.1007/s00184-005-0012-0},
  note = {Publication status: Published}
}

@phdthesis{Trautmann2004Qualitaetskontrolle,
  author = {H Trautmann},
  title = {Qualitätskontrolle in der Industrie anhand von Kontrollkarten für Wünschbarkeitsindizes --- Anwendungsfeld Lagerverwaltung},
  school = {},
  year = {2004},
  url = {http://hdl.handle.net/2003/2794},
  note = {Publication status: Published}
}