Sören Bergmann

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 21

Top Topics

Visual Analytics

Knowledge Discovery

Simulation Data

Top Venues

ACM Trans. Model. Comput. Simul.

Publications

Niclas Feldkamp, Sören Bergmann, Florian Conrad, Steffen Strassburger
A Method Using Generative Adversarial Networks for Robustness Optimization. ACM Trans. Model. Comput. Simul. 32 (2) (2022)
Jonas Genath, Sören Bergmann, Niclas Feldkamp, Sven Spieckermann, Stephan Stauber
Development of an Integrated Solution for Data Farming and Knowledge Discovery in Simulation Data. Simul. Notes Eur. 32 (3) (2022)
Sören Bergmann
Optimization of the Design of Modular Production Systems. WSC (2022)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
Knowledge Discovery in Simulation Data. ACM Trans. Model. Comput. Simul. 30 (4) (2020)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
Visualization and Interaction for Knowledge Discovery in Simulation Data. HICSS (2020)
Sören Bergmann, Niclas Feldkamp, Florian Conrad, Steffen Strassburger
A Method for Robustness Optimization Using Generative Adversarial Networks. SIGSIM-PADS (2020)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
Simulation-Based Deep Reinforcement Learning For Modular Production Systems. WSC (2020)
Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen
Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. EMO (2019)
Sören Bergmann, Niclas Feldkamp, Steffen Straßburger
Wissensentdeckung und Robustheitsanalyse für Simulationsmodelle weltweiter Netze(Knowledge Discovery and Robustness Analysis for Simulation Models of Global Networks). SysRisk@Wirtschaftsinformatik (2019)
Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen
Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics. GECCO (Companion) (2018)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Erik Borsch, Magnus Richter, Rainer Souren
Combining Data Farming and Data envelopment Analysis for Measuring Productive Efficiency in manufacturing simulations. WSC (2018)
Sören Bergmann, Niclas Feldkamp, Steffen Strassburger
Emulation of control strategies through machine learning in manufacturing simulations. J. Simulation 11 (1) (2017)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
Online Analysis of Simulation Data with Stream-based Data Mining. SIGSIM-PADS (2017)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze, Praneeth Akondi, Marco Lemessi
Knowledge discovery in simulation data - A case study for a backhoe assembly line. WSC (2017)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze
Knowledge discovery and robustness analysis in manufacturing simulations. WSC (2017)
Sören Bergmann, Niclas Feldkamp, Steffen Straßburger
Gestaltungsmöglichkeiten selbst-adaptierender Simulationsmodelle. MKWI (2016)
Niclas Feldkamp, Sören Bergmann, Steffen Straßburger
Innovative Analyse- und Visualisierungsmethoden für Simulationsdaten. MKWI (2016)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze
Knowledge discovery in simulation data: A case study of a gold mining facility. WSC (2016)
Sören Bergmann, Niclas Feldkamp, Steffen Strassburger
Approximation of dispatching rules for manufacturing simulation using data mining methods. WSC (2015)
Niclas Feldkamp, Sören Bergmann, Steffen Straßburger
Knowledge Discovery in Manufacturing Simulations. SIGSIM-PADS (2015)
Niclas Feldkamp, Sören Bergmann, Steffen Strassburger
Visual analytics of manufacturing simulation data. WSC (2015)
Sören Bergmann, Sören Stelzer, Steffen Straßburger
On the use of artificial neural networks in simulation-based manufacturing control. J. Simulation 8 (1) (2014)
Sören Bergmann, Sören Stelzer, Sascha Wüstemann, Steffen Straßburger
Model generation in SLX using CMSD and XML stylesheet transformations. WSC (2012)
Sören Bergmann, Sören Stelzer, Steffen Straßburger
A new web based method for distribution of simulation experiments based on the CMSD standard. WSC (2012)
Sören Bergmann, Sören Stelzer, Steffen Straßburger
Initialization of simulation models using CMSD. WSC (2011)
Sören Bergmann, Sören Stelzer
Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks. PADS (2011)
Sören Bergmann, Steffen Straßburger
Challenges for the automatic generation of simulation models for production systems. SummerSim (2010)