Niclas Feldkamp

25 papers C 1Misc 11Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2023 — conf
From Explainable AI to Explainable Simulation: Using Machine Learning and XAI to understand System Robustness.
SIGSIM-PADS
Niclas Feldkamp, Steffen Strassburger
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
Explainable AI For Data Farming Output Analysis: A Use Case for Knowledge Generation Through Black-Box Classifiers.
WSC
Niclas Feldkamp, Jonas Genath, Steffen Strassburger
2021 Misc conf
Data Farming Output Analysis Using Explainable AI.
WSC
Niclas Feldkamp
2021 Misc conf
Physics of Decision: Application to Polling Place Risk Management.
WSC
Niclas Feldkamp, Frédérick Bénaben, Benoît Montreuil, Ali Vatankhah Barenji, Dima Nazzal
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 Misc conf
Automatic generation of route networks for microscopic traffic simulations.
WSC
Niclas Feldkamp, Steffen Straßburger