Niclas Feldkamp

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 21

Top Topics

Visual Analytics

Knowledge Discovery

Simulation Data

Top Venues

ACM Trans. Model. Comput. Simul.

Publications

Niclas Feldkamp, Steffen Strassburger
From Explainable AI to Explainable Simulation: Using Machine Learning and XAI to understand System Robustness. SIGSIM-PADS (2023)
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)
Niclas Feldkamp, Jonas Genath, Steffen Strassburger
Explainable AI For Data Farming Output Analysis: A Use Case for Knowledge Generation Through Black-Box Classifiers. WSC (2022)
Niclas Feldkamp, Frédérick Bénaben, Benoît Montreuil, Ali Vatankhah Barenji, Dima Nazzal
Physics of Decision: Application to Polling Place Risk Management. WSC (2021)
Niclas Feldkamp
Data Farming Output Analysis Using Explainable AI. WSC (2021)
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)
Niclas Feldkamp, Steffen Straßburger
Automatic generation of route networks for microscopic traffic simulations. WSC (2014)