A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes

Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022)
In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: .
Type of Publication: Research article in edited proceedings (conference)

Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods

Prager, Raphael Patrick; Seiler, Moritz Vinzent; Trautmann, Heike; Kerschke, Pascal (2022)
In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: .
Type of Publication: Research article in edited proceedings (conference)

Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization

Prager, Raphael Patrick Seiler, Moritz Vinzent Trautmann, Heike Kerschke, Pascal (2021)
In: (eds.), ..
Type of Publication: Research article in edited proceedings (conference)

On the Potential of Normalized TSP Features for Automated Algorithm Selection

Heins Jonathan, Bossek Jakob, Pohl Janina, Seiler Moritz, Trautmann Heike, Kerschke Pascal (2021)
In: Association for Computing Machinery (eds.), Proceedings of the 16th ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI). Dornbirn, Austria: .
Type of Publication: Research article in edited proceedings (conference)

FakeYou! - A Gamified Approach for Building and Evaluating Resilience Against Fake News

Clever Lena, Assenmacher Dennis, Müller Kilian, Seiler Moritz V, Riehle Dennis M, Preuss Mike, Grimme Christian (2020)
In: van Duijn, Max; Preuss, Mike; Spaiser, Viktoria; Takes, Frank; Verberne, Suzan (eds.), Disinformation in Open Online Media. Second Multidisciplinary International Symposium, MISDOOM 2020, Leiden, The Netherlands, October 26–27, 2020, Proceedings. Cham: .
Type of Publication: Research article in edited proceedings (conference)

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A Twitter Streaming Dataset collected before and after the Onset of the War between Russia and Ukraine in 2022 Pohl, Janina Susanne; Seiler, Moritz Vincent; Assenmacher, Dennis; Grimme, Christian (2022) In: Social Science Research Network (SSRN):4066543. Type of Publication: Research article in digital collection
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes Seiler, Moritz Vinzent; Prager, Raphael Patrick; Kerschke, Pascal; Trautmann, Heike (2022) In: - (eds.), Proceedings of the Genetic and Evolutionary Computation Conference. New York, NY, USA: . Type of Publication: Research article in edited proceedings (conference)
Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches Pohl, Janina Susanne; Assenmacher, Dennis; Seiler, Moritz Vincent; Trautmann, Heike; Grimme, Christian (2022) In: Association for the Advancement of Artificial Intelligence (AAAI) (eds.), Workshop Proceedings of the 16th International Conference on Web and Social Media (ICWSM). Palo Alto, CA, USA: . Type of Publication: Research article in edited proceedings (conference)
Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods Prager, Raphael Patrick; Seiler, Moritz Vinzent; Trautmann, Heike; Kerschke, Pascal (2022) In: Rudolph, Günter; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, Tea (eds.), Parallel Problem Solving from Nature -- PPSN XVII. Cham: . Type of Publication: Research article in edited proceedings (conference)
A Study on the Effects of Normalized TSP Features for Automated Algorithm Selection Heins, Jonathan; Bossek, Jakob; Pohl, Janina Susanne; Seiler, Moritz Vincent; Trautmann, Heike; Kerschke, Pascal (2022) In: Theoretical Computer Science, 940 Type of Publication: Research article (journal)
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization Prager, Raphael Patrick Seiler, Moritz Vinzent Trautmann, Heike Kerschke, Pascal (2021) In: (eds.), .. Type of Publication: Research article in edited proceedings (conference)
RP-Mod & RP-Crowd: Moderator- and Crowd-Annotated German News Comment Datasets Assenmacher Dennis, Niemann Marco, Müller Kilian, Seiler Moritz V., Riehle Dennis M., Trautmann Heike (2021) In: Vanschoren, J.; Yeung, S. (eds.), Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021). online: . Type of Publication: Research article in edited proceedings (conference)
On the Potential of Normalized TSP Features for Automated Algorithm Selection Heins Jonathan, Bossek Jakob, Pohl Janina, Seiler Moritz, Trautmann Heike, Kerschke Pascal (2021) In: Association for Computing Machinery (eds.), Proceedings of the 16th ACM/SIGEVO Conference on Foundations of genetic Algorithms (FOGA XVI). Dornbirn, Austria: . Type of Publication: Research article in edited proceedings (conference)
Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries Seiler Moritz Vinzent, Trautmann Heike, Kerschke Pascal (2020) In: (eds.), .. Type of Publication: Research article in edited proceedings (conference)
FakeYou! - A Gamified Approach for Building and Evaluating Resilience Against Fake News Clever Lena, Assenmacher Dennis, Müller Kilian, Seiler Moritz V, Riehle Dennis M, Preuss Mike, Grimme Christian (2020) In: van Duijn, Max; Preuss, Mike; Spaiser, Viktoria; Takes, Frank; Verberne, Suzan (eds.), Disinformation in Open Online Media. Second Multidisciplinary International Symposium, MISDOOM 2020, Leiden, The Netherlands, October 26–27, 2020, Proceedings. Cham: . Type of Publication: Research article in edited proceedings (conference)