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143 Publications
2022 | Conference Paper | LibreCat-ID: 46306
Schneider, Lennart, et al. “HPO x ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis.” Parallel Problem Solving from Nature — PPSN XVII, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 575–589, doi:10.1007/978-3-031-14714-2_40.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46308
Aspar, Pelin, et al. “The Objective That Freed Me: A Multi-Objective Local Search Approach for Continuous Single-Objective Optimization.” Natural Computing, vol. 1, 2022, pp. 1–15, doi:10.1007/s11047-022-09919-w.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 52532
Rodrigues, Agatha S., et al. “Estimation of Component Reliability from Superposed Renewal Processes by Means of Latent Variables.” Comput. Stat., vol. 37, no. 1, 2022, pp. 355–379, doi:10.1007/S00180-021-01124-0.
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| DOI
2022 | Conference Paper | LibreCat-ID: 46307
Seiler, Moritz, et al. “A Collection of Deep Learning-Based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes.” Proceedings of the Genetic and Evolutionary Computation Conference, Association for Computing Machinery, 2022, pp. 657–665, doi:10.1145/3512290.3528834.
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| DOI
2022 | Conference Paper | LibreCat-ID: 46304
Prager, Raphael Patrick, et al. “Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods.” Parallel Problem Solving from Nature — PPSN XVII, edited by Günter Rudolph et al., Springer International Publishing, 2022, pp. 3–17, doi:10.1007/978-3-031-14714-2_1.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46303
Pohl, Janina Susanne, et al. “Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches.” Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM), edited by for the Advancement of Artificial Intelligence (AAAI) Association, AAAI Press, 2022, pp. 1–10, doi:10.36190/2022.91.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 46309
Clever, Lena, et al. “Process-Oriented Stream Classification Pipeline: A Literature Review.” Applied Sciences, vol. 12, no. 8, 2022, pp. 1–44, doi:10.3390/app12189094.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46305
Rook, J., et al. “On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems.” Proceedings of the Genetic and Evolutionary Computation Conference Companion, edited by J Fieldsend and M. Wagner, Association for Computing Machinery, 2022, pp. 356–359–356–359, doi:10.1145/3520304.3528998.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 46302
Heins, J., et al. “BBE: Basin-Based Evaluation of Multimodal Multi-Objective Optimization Problems.” Parallel Problem Solving from Nature — PPSN XVII, edited by G Rudolph et al., Springer International Publishing, 2022, pp. 192–206.
LibreCat
2021 | Journal Article | LibreCat-ID: 46318
Grimme, Christian, et al. “Peeking beyond Peaks: Challenges and Research Potentials of Continuous Multimodal Multi-Objective Optimization.” Computers & Operations Research, vol. 136, 2021, p. 105489, doi:https://doi.org/10.1016/j.cor.2021.105489.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46311
Aspar, Pelin, et al. “Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-Objective Space by Means of Multiobjectivization.” Evolutionary Multi-Criterion Optimization: 11$^th$ International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings, edited by H. et al. Ishibuchi, Springer, 2021, pp. 311–322, doi:10.1007/978-3-030-72062-9_25.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 46317
Coombs, Crispin, et al. “What Is It About Humanity That We Can’t Give Away To Intelligent Machines? A European Perspective.” International Journal of Information Management, vol. 58, 2021, doi:10.1016/j.ijinfomgt.2021.102311.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46315
Prager, Raphael Patrick, et al. “Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization.” 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 2021, pp. 1–8, doi:10.1109/SSCI50451.2021.9660174.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 46312
Assenmacher, Dennis, et al. “RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets.” Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021), 2021, pp. 1–14.
LibreCat
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
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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.
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| 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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