Sören Bergmann

27 papers B 1C 1Misc 11Journal 5Unranked 9

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	A Method Using Generative Adversarial Networks for Robustness Optimization. ACM Trans. Model. Comput. Simul. Niclas Feldkamp, Sören Bergmann, Florian Conrad, Steffen Strassburger
2022	J	`jnl`	Development of an Integrated Solution for Data Farming and Knowledge Discovery in Simulation Data. Simul. Notes Eur. Jonas Genath, Sören Bergmann, Niclas Feldkamp, Sven Spieckermann, Stephan Stauber
2022	Misc	`conf`	Optimization of the Design of Modular Production Systems. WSC Sören Bergmann
2020	—	`conf`	A Method for Robustness Optimization Using Generative Adversarial Networks. SIGSIM-PADS Sören Bergmann, Niclas Feldkamp, Florian Conrad, Steffen Strassburger
2020	J	`jnl`	Knowledge Discovery in Simulation Data. ACM Trans. Model. Comput. Simul. Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
2020	Misc	`conf`	Simulation-Based Deep Reinforcement Learning For Modular Production Systems. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
2020	—	`conf`	Visualization and Interaction for Knowledge Discovery in Simulation Data. HICSS Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
2019	C	`conf`	Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. EMO Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen
2019	—	`conf`	Wissensentdeckung und Robustheitsanalyse für Simulationsmodelle weltweiter Netze(Knowledge Discovery and Robustness Analysis for Simulation Models of Global Networks). SysRisk@Wirtschaftsinformatik Sören Bergmann, Niclas Feldkamp, Steffen Straßburger
2018	—	`conf`	Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics. GECCO (Companion) Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen
2018	Misc	`conf`	Combining Data Farming and Data envelopment Analysis for Measuring Productive Efficiency in manufacturing simulations. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Erik Borsch, Magnus Richter, Rainer Souren
2017	J	`jnl`	Emulation of control strategies through machine learning in manufacturing simulations. J. Simulation Sören Bergmann, Niclas Feldkamp, Steffen Strassburger
2017	Misc	`conf`	Knowledge discovery and robustness analysis in manufacturing simulations. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze
2017	Misc	`conf`	Knowledge discovery in simulation data - A case study for a backhoe assembly line. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze, Praneeth Akondi, Marco Lemessi
2017	—	`conf`	Online Analysis of Simulation Data with Stream-based Data Mining. SIGSIM-PADS Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
2016	—	`conf`	Gestaltungsmöglichkeiten selbst-adaptierender Simulationsmodelle. MKWI Sören Bergmann, Niclas Feldkamp, Steffen Straßburger
2016	—	`conf`	Innovative Analyse- und Visualisierungsmethoden für Simulationsdaten. MKWI Niclas Feldkamp, Sören Bergmann, Steffen Straßburger
2016	Misc	`conf`	Knowledge discovery in simulation data: A case study of a gold mining facility. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze
2015	Misc	`conf`	Approximation of dispatching rules for manufacturing simulation using data mining methods. WSC Sören Bergmann, Niclas Feldkamp, Steffen Strassburger
2015	—	`conf`	Knowledge Discovery in Manufacturing Simulations. SIGSIM-PADS Niclas Feldkamp, Sören Bergmann, Steffen Straßburger
2015	Misc	`conf`	Visual analytics of manufacturing simulation data. WSC Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
2014	J	`jnl`	On the use of artificial neural networks in simulation-based manufacturing control. J. Simulation Sören Bergmann, Sören Stelzer, Steffen Straßburger
2012	Misc	`conf`	A new web based method for distribution of simulation experiments based on the CMSD standard. WSC Sören Bergmann, Sören Stelzer, Steffen Straßburger
2012	Misc	`conf`	Model generation in SLX using CMSD and XML stylesheet transformations. WSC Sören Bergmann, Sören Stelzer, Sascha Wüstemann, Steffen Straßburger
2011	B	`conf`	Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks. PADS Sören Bergmann, Sören Stelzer
2011	Misc	`conf`	Initialization of simulation models using CMSD. WSC Sören Bergmann, Sören Stelzer, Steffen Straßburger
2010	—	`conf`	Challenges for the automatic generation of simulation models for production systems. SummerSim Sören Bergmann, Steffen Straßburger