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145 Publications
2019 | Book | LibreCat-ID: 46335
Trautmann, Heike. Applications in Statistical Computing — From Music Data Analysis to Industrial Quality Improvement. Springer International Publishing, 2019.
LibreCat
2019 | Journal Article | LibreCat-ID: 46346
Kerschke, Pascal, and Heike Trautmann. “Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning.” Evolutionary Computation (ECJ), vol. 27, no. 1, 2019, pp. 99–127, doi:10.1162/evco_a_00236.
LibreCat
| DOI
2019 | Journal Article | LibreCat-ID: 46347
Kerschke, Pascal, et al. “Search Dynamics on Multimodal Multi-Objective Problems.” Evolutionary Computation (ECJ), vol. 27, no. 4, 2019, pp. 577–609, doi:10.1162/evco_a_00234.
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46339
Bossek, Jakob, et al. “Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators.” Proceedings of the 15$^th$ ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV), edited by Tobias Friedrich et al., 2019, pp. 58–71, doi:10.1145/3299904.3340307.
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46338
Bossek, Jakob, et al. “Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm.” Evolutionary Multi-Criterion Optimization (EMO), edited by Kalyanmoy Deb et al., vol. 11411, Springer International Publishing, 2019, pp. 516–528, doi:10.1007/978-3-030-12598-1_41.
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 46337
Bossek, Jakob, and Heike Trautmann. “Multi-Objective Performance Measurement: Alternatives to PAR10 and Expected Running Time.” Learning and Intelligent Optimization, edited by R Battiti et al., vol. 11353, Springer, 2019, pp. 215–219.
LibreCat
2018 | Conference Paper | LibreCat-ID: 46350
van Engelen, J. E., et al. “Accurate WiFi Based Indoor Positioning with Continuous Location Sampling.” Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD), Springer, 2018, pp. 524–540.
LibreCat
2018 | Journal Article | LibreCat-ID: 46351
Carnein, Matthias, and Heike Trautmann. “EvoStream — Evolutionary Stream Clustering Utilizing Idle Times.” Big Data Research, vol. 14, 2018, pp. 101–111, doi:10.1016/j.bdr.2018.05.005.
LibreCat
| DOI
2018 | Journal Article | LibreCat-ID: 46353
Li, L., et al. “Multiobjective Evolutionary Algorithms Based on Target Region Preferences.” Swarm and Evolutionary Computation, vol. 40, 2018, pp. 196–215, doi:10.1016/j.swevo.2018.02.006.
LibreCat
| DOI
2018 | Conference Paper | LibreCat-ID: 46348
Bossek, Jakob, et al. “Local Search Effects in Bi-Objective Orienteering.” Proceedings of the Genetic and Evolutionary Computation Conference, ACM, 2018, pp. 585–592, doi:10.1145/3205455.3205548.
LibreCat
| DOI
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.
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| DOI
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
| DOI
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
| DOI
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.
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| DOI
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
| DOI
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
| DOI
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.
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