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143 Publications
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.
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| 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.
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| 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.
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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.
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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.
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| 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.
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| DOI
2020 | Conference Paper | LibreCat-ID: 46331
Seiler, Moritz, et al. “Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries.” Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020, pp. 1–8, doi:10.1109/IJCNN48605.2020.9207338.
LibreCat
| DOI
2020 | Conference Paper | LibreCat-ID: 46330
Seiler, Moritz, et al. “Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.” Proceedings of the 16$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XVI), edited by Thomas Bäck et al., 2020, pp. 48–64, doi:10.1007/978-3-030-58112-1_4.
LibreCat
| DOI
2020 | Journal Article | LibreCat-ID: 46334
Bossek, Jakob, et al. “A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.” Applied Soft Computing, vol. 88, 2020, p. 105901, doi:https://doi.org/10.1016/j.asoc.2019.105901.
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| DOI
2020 | Conference Paper | LibreCat-ID: 46322
Bossek, Jakob, et al. “Towards Decision Support in Dynamic Bi-Objective Vehicle Routing.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2020, pp. 1–8, doi:10.1109/CEC48606.2020.9185778.
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| DOI
2020 | Conference Paper | LibreCat-ID: 46324
Bossek, Jakob, et al. “Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), IEEE, 2020, pp. 1–8.
LibreCat
2020 | Conference Paper | LibreCat-ID: 46323
Bossek, Jakob, et al. “Dynamic Bi-Objective Routing of Multiple Vehicles.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20), ACM, 2020, pp. 166–174.
LibreCat
2019 | Conference Paper | LibreCat-ID: 46343
Grimme, Christian, et al. “Multimodality in Multi-Objective Optimization — More Boon than Bane?” Proceedings of the 10$^th$ International Conference on Evolutionary Multi-Criterion Optimization (EMO), edited by Kalyanmoy Deb et al., vol. 11411, Springer, 2019, pp. 126–138, doi:10.1007/978-3-030-12598-1_11.
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46345
Kerschke, Pascal, et al. “Automated Algorithm Selection: Survey and Perspectives.” Evolutionary Computation (ECJ), vol. 27, no. 1, 2019, pp. 3–45, doi:10.1162/evco_a_00242.
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46344
Carnein, Matthias, and Heike Trautmann. “Optimizing Data Stream Representation: An Extensive Survey on Stream Clustering Algorithms.” Business and Information Systems Engineering (BISE), vol. 61, no. 3, 2019, pp. 277–297.
LibreCat
2019 | Conference Paper | LibreCat-ID: 46340
Carnein, Matthias, et al. “A Recommender System Based on Omni-Channel Customer Data.” Proceedings of the 21$^st$ IEEE Conference on Business Informatics (CBI’ 19), 2019, pp. 65–74.
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