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204 Publications
2021 | Conference Paper | LibreCat-ID: 46313
Heins, Jonathan, et al. “On the Potential of Normalized TSP Features for Automated Algorithm Selection.” Proceedings of the 16$^th$ ACM/SIGEVO Conference on Foundations of Genetic Algorithms (FOGA XVI), edited by for Computing Machinery Association, Association for Computing Machinery, 2021, pp. 1–15, doi:10.1145/3450218.3477308.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46319
Assenmacher, D., et al. “Towards Real-Time and Unsupervised Campaign Detection in Social Media.” Proceedings of the Florida Artificial Intelligence Research Society Conference, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 46328
Prager, Raphael Patrick, et al. “Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.” Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 996–1003, doi:10.1109/SSCI47803.2020.9308510.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46320
Assenmacher, D., et al. “A Two-Phase Framework for Detecting Manipulation Campaigns in Social Media.” Proceedings of the International Conference on Human-Computer Interaction (HCII 2020): Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis, edited by G Meiselwitz, Springer International Publishing, 2020, pp. 201–214, doi:10.1007/978-3-030-49570-1_14.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46325
Carnein, Matthias, et al. “Towards Automated Configuration of Stream Clustering Algorithms.” Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD ’19), 2020, pp. 137–143, doi:10.1007/978-3-030-43823-4_12.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46321
Assenmacher, Dennis, et al. “Inside the Tool Set of Automation: Free Social Bot Code Revisited.” Disinformation in Open Online Media, edited by Christian Grimme et al., Springer, 2020, pp. 101–114.
LibreCat
2020 | Conference Paper | LibreCat-ID: 46326
Carnein, Matthias, et al. “ConfStream: Automated Algorithm Selection and Configuration of Stream Clustering Algorithms.” Proceedings of the 14$^th$ Learning and Intelligent Optimization Conference (LION 2020), 2020, pp. 80–95, doi:10.1007/978-3-030-53552-0_10.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46327
Lena, Clever, et al. “Automated Detection of Nostalgic Text in the Context of Societal Pessimism.” Disinformation in Open Online Media, edited by Christian Grimme et al., 2020, pp. 48–58.
LibreCat
2020 | Conference Paper | LibreCat-ID: 46329
Riehle, Dennis M., et al. “Building an Integrated Comment Moderation System – Towards a Semi-Automatic Moderation Tool.” Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, edited by Gabriele Meiselwitz, Springer International Publishing, 2020, pp. 71–86.
LibreCat
2020 | Journal Article | LibreCat-ID: 46333
Assenmacher, Dennis, et al. “Demystifying Social Bots: On the Intelligence of Automated Social Media Actors.” Social Media + Society, vol. 6, no. 3, 2020, p. 2056305120939264, doi:10.1177/2056305120939264.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46332
Steinhoff, Vera, et al. “Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.” Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 2445–2452, doi:10.1109/SSCI47803.2020.9308259.
LibreCat
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2020 | Conference Paper | LibreCat-ID: 48847
Bossek, Jakob, et al. “More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 1277–1285, doi:10.1145/3377930.3390174.
LibreCat
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2020 | Conference Paper | LibreCat-ID: 48849
Bossek, Jakob, et al. “Evolving Sampling Strategies for One-Shot Optimization Tasks.” Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, 2020, pp. 111–124, doi:10.1007/978-3-030-58112-1_8.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48851
Bossek, Jakob, et al. “The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 1286–1294, doi:10.1145/3377930.3390243.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48845
Bossek, Jakob, et al. “Dynamic Bi-Objective Routing of Multiple Vehicles.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 166–174, doi:10.1145/3377930.3390146.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48844
Bossek, Jakob, et al. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185613.
LibreCat
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2020 | Conference Paper | LibreCat-ID: 48850
Bossek, Jakob, et al. “Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 778–786, doi:10.1145/3377930.3390155.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48852
Bossek, Jakob, et al. “Optimising Tours for the Weighted Traveling Salesperson Problem and the Traveling Thief Problem: A Structural Comparison of Solutions.” Parallel Problem Solving from Nature (PPSN XVI), Springer-Verlag, 2020, pp. 346–359, doi:10.1007/978-3-030-58112-1_24.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48846
Bossek, Jakob, et al. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” 2020 IEEE Congress on Evolutionary Computation (CEC), IEEE Press, 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185778.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 48879
Do, Anh Viet, et al. “Evolving Diverse Sets of Tours for the Travelling Salesperson Problem.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2020, pp. 681–689, doi:10.1145/3377930.3389844.
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