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143 Publications
2017 | Conference Paper | LibreCat-ID: 46359
M. Carnein, D. Assenmacher, and H. Trautmann, “Stream Clustering of Chat Messages with Applications to Twitch Streams,” in Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17), 2017, pp. 79–88, doi: 10.1007/978-3-319-70625-2_8.
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2017 | Journal Article | LibreCat-ID: 46362
C. Grimme, M. Preuss, L. Adam, and H. Trautmann, “Social Bots: Human-Like by Means of Human Control?,” Big Data, vol. 5, no. 4, pp. 279–293, 2017, doi: 10.1089/big.2017.0044.
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2017 | Conference Paper | LibreCat-ID: 46358
M. Carnein, D. Assenmacher, and H. Trautmann, “An Empirical Comparison of Stream Clustering Algorithms,” in Proceedings of the ACM International Conference on Computing Frontiers (CF ’17), 2017, pp. 361–365, doi: 10.1145/3075564.3078887.
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2016 | Conference Paper | LibreCat-ID: 46364
A. Blot, H. Hoos, L. Jourdan, M. Marmion, and H. Trautmann, “MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework,” in LION 2016: Learning and Intelligent Optimization, 2016, vol. 10079, pp. 32–47, doi: 10.1007/978-3-319-50349-3_3.
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2016 | Book Chapter | LibreCat-ID: 46363
G. Rudolph, O. Schütze, and H. Trautmann, “On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front,” in Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II, G. Squillero and P. Burelli, Eds. Cham: Springer International Publishing, 2016, pp. 42–55.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46369
P. Kerschke et al., “Towards Analyzing Multimodality of Multiobjective Landscapes,” in Proceedings of the 14$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XIV), 2016, pp. 962–972, doi: 10.1007/978-3-319-45823-6_90.
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2016 | Conference Paper | LibreCat-ID: 46367
P. Kerschke, M. Preuss, S. Wessing, and H. Trautmann, “Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models,” in Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary Computation, 2016, pp. 229–236, doi: 10.1145/2908812.2908845.
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2016 | Journal Article | LibreCat-ID: 46371
G. Rudolph, O. Schütze, C. Grimme, C. Domínguez-Medina, and H. Trautmann, “Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results,” Computational Optimization and Applications (Comput. Optim. Appl.), vol. 64, no. 2, pp. 589–618, 2016, doi: 10.1007/s10589-015-9815-8.
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2016 | Journal Article | LibreCat-ID: 46372
O. Schütze, H. V. Sosa, H. Trautmann, and G. Rudolph, “The Hypervolume based Directed Search Method for Multi-Objective Optimization Problems,” Journal of Heuristics, vol. 22, no. 3, pp. 273–300, 2016, doi: 10.1007/s10732-016-9310-0.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46368
P. Kerschke and H. Trautmann, “The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems,” 2016, doi: 10.1109/CEC.2016.7748359.
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2016 | Journal Article | LibreCat-ID: 46370
F. Neumann and H. Trautmann, “Working Group Report: Bridging the Gap Between Experiments and Theory Using Feature-Based Run-Time Analysis; Theory of Evolutionary Algorithms (Dagstuhl Seminar 15211),” Dagstuhl Reports, vol. 5, no. 5, pp. 78–79, 2016, doi: 10.4230/DagRep.5.5.57.
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2016 | Conference Paper | LibreCat-ID: 46365
J. Bossek and H. Trautmann, “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers,” in Learning and Intelligent Optimization, 2016, vol. 10079, pp. 48–59, doi: 10.1007/978-3-319-50349-3_4.
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2016 | Conference Paper | LibreCat-ID: 46366
J. Bossek and H. Trautmann, “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference,” in AI*IA 2016 Advances in Artificial Intelligence, 2016, vol. 10037, pp. 3–12, doi: 10.1007/978-3-319-49130-1_1.
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2015 | Conference Paper | LibreCat-ID: 46373
A. Chinnov, P. Kerschke, C. Meske, S. Stieglitz, and H. Trautmann, “An Overview of Topic Discovery in Twitter Communication through Social Media Analytics,” in Proceedings of the 20$^th$ Americas Conference on Information Systems (AMCIS ’15), 2015, pp. 1–10.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46375
P. Kerschke, M. Preuss, S. Wessing, and H. Trautmann, “Detecting Funnel Structures by Means of Exploratory Landscape Analysis,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), 2015, pp. 265–272, doi: 10.1145/2739480.2754642.
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2015 | Conference Paper | LibreCat-ID: 46376
L. Kotthoff, P. Kerschke, H. Hoos, and H. Trautmann, “Improving the State of the Art in Inexact TSP Solving Using Per-Instance Algorithm Selection,” in Learning and Intelligent Optimization, 2015, pp. 202–217.
LibreCat
2015 | Journal Article | LibreCat-ID: 46379
D. Brockhoff, T. Wagner, and H. Trautmann, “R2 Indicator Based Multiobjective Search,” Evolutionary Computation Journal, vol. 23, no. 3, pp. 369–395, 2015, doi: 10.1162/EVCO_a_00135.
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2015 | Conference Paper | LibreCat-ID: 46374
C. Grimme, S. Meisel, H. Trautmann, G. Rudolph, and M. Wölck, “Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle,” 2015.
LibreCat
2015 | Journal Article | LibreCat-ID: 46380
O. Mersmann, M. Preuss, H. Trautmann, B. Bischl, and C. Weihs, “Analyzing the BBOB Results by Means of Benchmarking Concepts,” Evolutionary Computation Journal, vol. 23, no. 1, pp. 161–185, 2015.
LibreCat
2015 | Conference Paper | LibreCat-ID: 46377
S. Meisel, C. Grimme, J. Bossek, M. Wölck, G. Rudolph, and H. Trautmann, “Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle,” in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’15), 2015, pp. 425–432, doi: 10.1145/2739480.2754705.
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