Forschungsartikel in Sammelband (Konferenz)
Anh, D. V., Bossek, J., Neumann, A., & Neumann, F. (2020). Evolving Diverse Sets of Tours for the Travelling Salesperson Problem. In Carlos, A. C. (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20) (pp. 681–689). New York: ACM.
Mehr Details BibTeX DOI
@inproceedings{AnhBNN2020EvolvingDiverse,
author = {Do Viet Anh and Jakob Bossek and Aneta Neumann and Frank Neumann},
title = {Evolving Diverse Sets of Tours for the Travelling Salesperson Problem},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
pages = {681--689},
editor = {Artemio Coello Carlos},
year = {2020},
publisher = {ACM},
address = {New York},
isbn = {978-1-4503-7128-5},
doi = {10.1145/3377930.3389844},
note = {Publication status: Published}
}
Assenmacher, D., Adam, L., Trautmann, H., & Grimme, C. (2020). Towards Real-Time and Unsupervised Campaign Detection in Social Media. In Proceedings of the Florida Artificial Intelligence Research Society Conference, Florida, USA.
Mehr Details BibTeX Gesamter Text
@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}
}
Assenmacher, D., Clever, L., Pohl, J., Trautmann, H., & Grimme, C. (2020). A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media. In Meiselwitz, G. (Ed.), Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis (pp. 201–214). Cham: Springer International Publishing.
Mehr Details BibTeX DOI
@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}
}
Assenmacher, D., & Adam, L. &. F. L. &. T. H. &. G. C. (2020). Inside the tool set of automation: Free social bot code revisited. In Grimme, C., Preuß, M., Takes, F., & Waldherr, A. (Eds.), Disinformation in open online media (pp. 101–114). Lecture Notes in Computer Science. Wiesbaden: Springer.
Mehr Details BibTeX
@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}
}
Bossek, J., Neumann, A., & Neumann, F. (2020). Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions. In Proceedings of the Parallel Problem Solving from Nature (PPSN XVI), Leiden. (accepted / in press (not yet published))
Mehr Details BibTeX
@inproceedings{BossekNN2020Optimising,
author = {Jakob Bossek and Aneta Neumann and Frank Neumann},
title = {Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions},
booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
year = {2020},
address = {Leiden},
note = {Publication status: accepted / in press (not yet published)}
}
Bossek, J., Casel, K., Kerschke, P., & Neumann, F. (2020). The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20), Cancun, Mexico, 1286–1294.
Mehr Details BibTeX Gesamter Text DOI
@inproceedings{BossekCKN2020TheNodeWeight,
author = {Jakob Bossek and Katrin Casel and Pascal Kerschke and Frank Neumann},
title = {The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
pages = {1286--1294},
year = {2020},
publisher = {ACM},
address = {Cancun, Mexico},
doi = {10.1145/3377930.3390243},
url = {https://arxiv.org/abs/2002.01070},
note = {Publication status: Published}
}
Bossek, J., Doerr, C., & Kerschke, P. (2020). Initial Design Strategies and their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20), Cancun, Mexico, 778–786.
Mehr Details BibTeX Gesamter Text DOI
@inproceedings{BossekDK2020InitialDesign,
author = {Jakob Bossek and Carola Doerr and Pascal Kerschke},
title = {Initial Design Strategies and their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
pages = {778--786},
year = {2020},
publisher = {ACM},
address = {Cancun, Mexico},
doi = {10.1145/3377930.3390155},
url = {https://arxiv.org/abs/2003.13826},
note = {Publication status: Published}
}
Bossek, J., Doerr, C., Kerschke, P., Neumann, A., & Neumann, F. (2020). Evolving Sampling Strategies for One-Shot Optimization Tasks. In Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 111–124.
Mehr Details BibTeX DOI
@inproceedings{BossekDKNN2020EvolvingSampling,
author = {Jakob Bossek and Carola Doerr and Pascal Kerschke and Aneta Neumann and Frank Neumann},
title = {Evolving Sampling Strategies for One-Shot Optimization Tasks},
booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
pages = {111--124},
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_8},
note = {Publication status: Published}
}
Bossek, J., Grimme, C., Rudolph, G., & Trautmann, H. (2020). Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Glasgow, UK, 1–8.
Mehr Details BibTeX DOI
@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}
}
Bossek, J., Grimme, C., & Trautmann, H. (2020). Dynamic Bi-Objective Routing of Multiple Vehicles. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20), Cancun, Mexico, 166–174.
Mehr Details BibTeX
@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}
}
Bossek, J., Kerschke, P., & Trautmann, H. (2020). Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC), Glasgow, UK, 1–8.
Mehr Details BibTeX Gesamter Text
@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}
}
Bossek, J., Neumann, F., Peng, P., & Sudholt, D. (2020). More Effective Evolutionary Algorithms for Graph Coloring Through Dynamic Optimization. In Carlos, A. C. (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20) (pp. 1277–1285). New York: ACM.
Mehr Details BibTeX DOI
@inproceedings{BossekNPS2020MoreEffective,
author = {Jakob Bossek and Frank Neumann and Pan Peng and Dirk Sudholt},
title = {More Effective Evolutionary Algorithms for Graph Coloring Through Dynamic Optimization},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
pages = {1277--1285},
editor = {Artemio Coello Carlos},
year = {2020},
publisher = {ACM},
address = {New York},
isbn = {978-1-4503-7128-5},
doi = {10.1145/3377930.3390174},
note = {Publication status: Published}
}
Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). Towards Automated Configuration of Stream Clustering Algorithms. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD '19), Würzburg, Germany, 137–143.
Mehr Details BibTeX DOI
@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}
}
Carnein, M., Trautmann, H., Bifet, A., & Pfahringer, B. (2020). confStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms. In Proceedings of the 14th Learning and Intelligent Optimization Conference (LION 2020), Athens, Greece, 80–95.
Mehr Details BibTeX DOI
@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}
}
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.
Mehr 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}
}
Lena, C., Frischlich, L., Trautmann, H., & Grimme, C. (2020). Automated detection of nostalgic text in the context of societal pessimism. In Proceedings of the MISDOOM 2019, Hamburg, Deutschland, 48–58.
Mehr Details BibTeX
@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}
}
Niemann, M., Welsing, J., Riehle, D. M., Brunk, J., Assenmacher, D., & Becker, J. (2020). Abusive Comments in Online Media and How to Fight Them: State of the Domain and a Call to Action. In Proceedings of the 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media, Leiden, Netherlands, 122–137.
Mehr Details BibTeX Gesamter Text DOI
@inproceedings{NiemannWRBAB2020AbusiveComments,
author = {Marco Niemann and Jens Welsing and Dennis M Riehle and Jens Brunk and Dennis Assenmacher and Jörg Becker},
title = {Abusive Comments in Online Media and How to Fight Them: State of the Domain and a Call to Action},
booktitle = {Proceedings of the 2$^{nd}$ Multidisciplinary International Symposium on Disinformation in Open Online Media},
pages = {122--137},
year = {2020},
address = {Leiden, Netherlands},
doi = {10.1007/978-3-030-61841-4_9},
url = {https://link.springer.com/chapter/10.1007%2F978-3-030-61841-4_9},
note = {Publication status: Published}
}
Prager, R. P., Trautmann, H., Wang, H., Bäck, T. H. W., & Kerschke, P. (2020). Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis. In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 996–1003.
Mehr Details BibTeX DOI
@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}
}
Riehle, D. M., Niemann, M., Brunk, J., Assenmacher, D., Trautmann, H., & Becker, J. (2020). Building an Integrated Comment Moderation System — Towards a Semi-Automatic Moderation tool. In Proceedings of the HCI International 2020, Copenhagen, Denmark.
Mehr Details BibTeX Gesamter Text DOI
@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 = {Proceedings of the HCI International 2020},
year = {2020},
address = {Copenhagen, Denmark},
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}
}
Roostapour, V., Bossek, J., & Neumann, F. (2020). Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem. In Carlos, A. C. (Ed.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20) (pp. 551–559). New York: ACM.
Mehr Details BibTeX DOI
@inproceedings{RoostapourBN2020RuntimeAnalysis,
author = {Vahid Roostapour and Jakob Bossek and Frank Neumann},
title = {Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '20)},
pages = {551--559},
editor = {Artemio Coello Carlos},
year = {2020},
publisher = {ACM},
address = {New York},
isbn = {978-1-4503-7128-5},
doi = {10.1145/3377930.3390168},
note = {Publication status: Published}
}
Schäpermeier, L., Grimme, C., & Kerschke, P. (2020). One PLOT to Show Them All: Visualization of Efficient Sets in Multi-Objective Landscapes. In Proceedings of the 16th International Conference on Parallel Problem Solving from Nature (PPSN XVI), Leiden, The Netherlands, 154–167.
Mehr Details BibTeX Gesamter Text DOI
@inproceedings{SchaepermeierGK2020OnePLOTToShow,
author = {Lennart Schäpermeier and Christian Grimme and Pascal Kerschke},
title = {One PLOT to Show Them All: Visualization of Efficient Sets in Multi-Objective Landscapes},
booktitle = {Proceedings of the 16$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XVI)},
pages = {154--167},
editor = {Thomas Bäck and Mike Preuss and André Deutz and Hao Wang and Carola Doerr and Michael Emmerich and Heike Trautmann},
year = {2020},
publisher = {Springer},
address = {Leiden, The Netherlands},
doi = {10.1007/978-3-030-58115-2_11},
url = {https://arxiv.org/abs/2006.11547},
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.
Mehr Details BibTeX Gesamter 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.
Mehr Details BibTeX Gesamter 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}
}
Steinhoff, V., Kerschke, P., Aspar, P., Trautmann, H., & Grimme, C. (2020). Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent. In Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, 2445–2452.
Mehr Details BibTeX Gesamter Text DOI
@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}
}