Publications | Dr. Moritz Vinzent Seiler | Department of Information Systems

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Dr. Moritz Vinzent Seiler
Former Research Assistant

Data Science: Statistics and Optimization

Leonardo Campus 3
48149 Münster

2022

Research article in proceedings (conference)

Pohl, J. S., Assenmacher, D., Seiler, M. V., Trautmann, H., & Grimme, C. (2022). Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches. In Association, f. t. A. o. A. I. (. (Ed.), Workshop Proceedings of the 16th International Conference on Web and Social Media (ICWSM) (pp. 1–10). Palo Alto, CA, USA: AAAI Press.
More details BibTeX Full text DOI

@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}
}

Prager, R. P., Seiler, M. V., Trautmann, H., & Kerschke, P. (2022). Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. In Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G., & Tušar, T. (Eds.), Parallel Problem Solving from Nature — PPSN XVII (pp. 3–17). Cham: Springer International Publishing.
More details BibTeX Full text DOI

@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}
}

Seiler, M. V., Prager, R. P., Kerschke, P., & Trautmann, H. (2022). A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. In -, (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (pp. 657–665). New York, NY, USA: Association for Computing Machinery.
More details BibTeX DOI

@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 = {Association for Computing Machinery},
  address = {New York, NY, USA},
  isbn = {9781450392372},
  doi = {10.1145/3512290.3528834},
  note = {Publication status: Published}
}

Research article (journal)

Heins, J., Bossek, J., Pohl, J. S., Seiler, M. V., Trautmann, H., & Kerschke, P. (2022). A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection. Theoretical Computer Science (Theoret. Comput. Sci.), 940.
More details BibTeX DOI

@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}
}

Forschungsartikel in Online-Sammlung

Pohl, J. S., Seiler, M. V., Assenmacher, D., & Grimme, C. (2022). A Twitter Streaming Dataset collected before and after the Onset of the War between Russia and Ukraine in 2022.
More details Full text DOI

2021

Research article in proceedings (conference)

Assenmacher, D., Niemann, M., Müller, K., Seiler, M. V., Riehle, D. M., & Trautmann, H. (2021). RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets. In Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021), Virtual Event, 1–14.
More details BibTeX Full text

@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},
  year = {2021},
  address = {Virtual Event},
  url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/c9e1074f5b3f9fc8ea15d152add07294-Paper-round2.pdf},
  note = {Publication status: Published}
}

Heins, J., Bossek, J., Pohl, J., Seiler, M., Trautmann, H., & Kerschke, P. (2021). On the Potential of Normalized TSP Features for Automated Algorithm Selection. In Association, f. C. M. (Ed.), Proceedings of the 16th ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI) (pp. 1–15). Dornbirn, Austria: Association for Computing Machinery.
More details BibTeX Full text DOI

@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 = {Association for Computing Machinery},
  address = {Dornbirn, Austria},
  doi = {10.1145/3450218.3477308},
  url = {https://dl.acm.org/doi/10.1145/3450218.3477308},
  note = {Publication status: Published}
}

Prager, R. P., Moritz, V. H., & Pascal, (2021). Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization. In Proceedings of the IEEE Symposium Series on Computational Intelligence, Orlando, Florida, USA.
More details BibTeX

@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}
}

2020

Research article in proceedings (conference)

Clever, L., Assenmacher, D., Müller, K., Seiler, M. V., Riehle, D. M., Preuss, M., & Grimme, C. (2020). FakeYou! — A Gamified Approach for Building and Evaluating Resilience Against Fake News. In Proceedings of the 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media, Leiden, Netherlands.
More details BibTeX DOI

@inproceedings{CleverAMSRPG2020FakeYou,
  author = {Lena Clever and Dennis Assenmacher and Kilian Müller and Moritz V Seiler and Dennis M Riehle and Mike Preuss and Christian Grimme},
  title = {FakeYou! --- A Gamified Approach for Building and Evaluating Resilience Against Fake News},
  booktitle = {Proceedings of the 2$^{nd}$ Multidisciplinary International Symposium on Disinformation in Open Online Media},
  year = {2020},
  address = {Leiden, Netherlands},
  doi = {10.1007/978-3-030-61841-4_15},
  note = {Publication status: Published}
}

Seiler, M. V., Pohl, J., Bossek, J., Kerschke, P., & Trautmann, H. (2020). Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem. In Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 48–64.
More details BibTeX Full text DOI

@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}
}

Seiler, M. V., Trautmann, H., & Kerschke, P. (2020). Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries. In Proceedings of the International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, 1–8.
More details BibTeX Full text DOI

@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}
}