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130 Publications
2018 | Journal Article | LibreCat-ID: 46352
Kerschke, Pascal, et al. “Leveraging TSP Solver Complementarity through Machine Learning.” Evolutionary Computation (ECJ), vol. 26, no. 4, 2018, pp. 597–620, doi:10.1162/evco_a_00215.
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46349
Kerschke, Pascal, et al. “Parameterization of State-of-the-Art Performance Indicators: A Robustness Study Based on Inexact TSP Solvers.” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’18) Companion, 2018, pp. 1737–1744, doi:10.1145/3205651.3208233.
LibreCat
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2017 | Book Chapter | LibreCat-ID: 46355
Adrián, Sosa Hernández V., et al. “The Directed Search Method for Unconstrained Parameter Dependent Multi-Objective Optimization Problems.” NEO 15, edited by O Schütze et al., Springer International Publishing, 2017, pp. 281–330, doi:10.1007/978-3-319-44003-3_12.
LibreCat
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2017 | Conference Paper | LibreCat-ID: 46360
Carnein, Matthias, et al. “Towards Efficient and Informative Omni-Channel Customer Relationship Management.” Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17), edited by Sergio de Cesare and Frank Ulrich, vol. 10651, Springer International Publishing, 2017, pp. 69–78, doi:10.1007/978-3-319-70625-2_7.
LibreCat
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2017 | Conference Paper | LibreCat-ID: 46361
Carnein, Matthias, et al. “Customer Service in Social Media — An Empirical Study of the Airline Industry.” Proceedings of the 17$^th$ Conference on Database Systems for Business, Technology, and Web (BTW ’17), edited by Norbert Ritter et al., vol. P-266, Gesellschaft für Informatik, 2017, pp. 33–40.
LibreCat
2017 | Book Chapter | LibreCat-ID: 46356
Li, L., et al. “Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms.” Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings, edited by H Trautmann et al., Springer International Publishing, 2017, pp. 406–421, doi:10.1007/978-3-319-54157-0_28.
LibreCat
| DOI
2017 | Book Chapter | LibreCat-ID: 46357
Tierney, K., et al. “Multi-Objective Optimization for Liner Shipping Fleet Repositioning.” Evolutionary Multi-Criterion Optimization: 9$^th$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings, edited by H Trautmann et al., Springer International Publishing, 2017, pp. 622–638, doi:10.1007/978-3-319-54157-0_42.
LibreCat
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2017 | Conference Paper | LibreCat-ID: 46359
Carnein, Matthias, et al. “Stream Clustering of Chat Messages with Applications to Twitch Streams.” Proceedings of the 36$^th$ International Conference on Conceptual Modeling (ER’17), edited by Sergio de Cesare and Frank Ulrich, Springer International Publishing, 2017, pp. 79–88, doi:10.1007/978-3-319-70625-2_8.
LibreCat
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2017 | Journal Article | LibreCat-ID: 46362
Grimme, C., et al. “Social Bots: Human-Like by Means of Human Control?” Big Data, vol. 5, no. 4, 2017, pp. 279–293, doi:10.1089/big.2017.0044.
LibreCat
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2017 | Conference Paper | LibreCat-ID: 46358
Carnein, Matthias, et al. “An Empirical Comparison of Stream Clustering Algorithms.” Proceedings of the ACM International Conference on Computing Frontiers (CF ’17), 2017, pp. 361–365, doi:10.1145/3075564.3078887.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46364
Blot, A., et al. “MO-ParamILS: A Multi-Objective Automatic Algorithm Configuration Framework.” LION 2016: Learning and Intelligent Optimization, edited by Vanschooren et al. Joaquin, vol. 10079, Springer International Publishing, 2016, pp. 32–47, doi:10.1007/978-3-319-50349-3_3.
LibreCat
| DOI
2016 | Book Chapter | LibreCat-ID: 46363
Rudolph, G., et al. “On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.” Applications of Evolutionary Computation: 19$^th$ European Conference, EvoApplications 2016, Porto, Portugal, March 30 — April 1, 2016, Proceedings, Part II, edited by G Squillero and P Burelli, Springer International Publishing, 2016, pp. 42–55, doi:10.1007/978-3-319-31153-1_4.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46365
Bossek, J., and Heike Trautmann. “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers.” Learning and Intelligent Optimization, edited by P Festa et al., vol. 10079, Springer International Publishing, 2016, pp. 48–59, doi:10.1007/978-3-319-50349-3_4.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46366
Bossek, J., and Heike Trautmann. “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference.” AI*IA 2016 Advances in Artificial Intelligence, edited by G Adorni et al., vol. 10037, Springer, 2016, pp. 3–12, doi:10.1007/978-3-319-49130-1_1.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46369
Kerschke, Pascal, et al. “Towards Analyzing Multimodality of Multiobjective Landscapes.” Proceedings of the 14$^th$ International Conference on Parallel Problem Solving from Nature (PPSN XIV), Springer, 2016, pp. 962–972, doi:10.1007/978-3-319-45823-6_90.
LibreCat
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2016 | Conference Paper | LibreCat-ID: 46367
Kerschke, Pascal, et al. “Low-Budget Exploratory Landscape Analysis on Multiple Peaks Models.” Proceedings of the 18$^th$ Annual Conference on Genetic and Evolutionary Computation, 2016, pp. 229–236, doi:10.1145/2908812.2908845.
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46371
Rudolph, G., et al. “Optimal Averaged Hausdorff Archives for Bi-Objective Problems: Theoretical and Numerical Results.” Computational Optimization and Applications (Comput. Optim. Appl.), vol. 64, no. 2, 2016, pp. 589–618, doi:10.1007/s10589-015-9815-8.
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2016 | Journal Article | LibreCat-ID: 46372
Schütze, O., et al. “The Hypervolume Based Directed Search Method for Multi-Objective Optimization Problems.” Journal of Heuristics, vol. 22, no. 3, 2016, pp. 273–300, doi:10.1007/s10732-016-9310-0.
LibreCat
| DOI
2016 | Conference Paper | LibreCat-ID: 46368
Kerschke, Pascal, and Heike Trautmann. “The R-Package FLACCO for Exploratory Landscape Analysis with Applications to Multi-Objective Optimization Problems.” Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 2016, doi:10.1109/CEC.2016.7748359.
LibreCat
| DOI
2016 | Journal Article | LibreCat-ID: 46370
Neumann, F., and Heike 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, 2016, pp. 78–79, doi:10.4230/DagRep.5.5.57.
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