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Niclas Feldkamp
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2020 – today
- 2023
- [c21]Niclas Feldkamp
, Steffen Strassburger
:
From Explainable AI to Explainable Simulation: Using Machine Learning and XAI to understand System Robustness. SIGSIM-PADS 2023: 96-106 - 2022
- [j4]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): 121-126 (2022) - [j3]Niclas Feldkamp
, Sören Bergmann
, Florian Conrad, Steffen Strassburger
:
A Method Using Generative Adversarial Networks for Robustness Optimization. ACM Trans. Model. Comput. Simul. 32(2): 12:1-12:22 (2022) - [c20]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: 1152-1163 - 2021
- [c19]Niclas Feldkamp:
Data Farming Output Analysis Using Explainable AI. WSC 2021: 1-12 - [c18]Niclas Feldkamp, Frédérick Bénaben, Benoît Montreuil, Ali Vatankhah Barenji, Dima Nazzal:
Physics of Decision: Application to Polling Place Risk Management. WSC 2021: 1-12 - 2020
- [j2]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
:
Knowledge Discovery in Simulation Data. ACM Trans. Model. Comput. Simul. 30(4): 24:1-24:25 (2020) - [c17]Niclas Feldkamp, Sören Bergmann, Steffen Strassburger:
Visualization and Interaction for Knowledge Discovery in Simulation Data. HICSS 2020: 1-10 - [c16]Sören Bergmann
, Niclas Feldkamp, Florian Conrad, Steffen Strassburger
:
A Method for Robustness Optimization Using Generative Adversarial Networks. SIGSIM-PADS 2020: 1-10 - [c15]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger:
Simulation-Based Deep Reinforcement Learning For Modular Production Systems. WSC 2020: 1596-1607
2010 – 2019
- 2019
- [c14]Julian Schulte, Niclas Feldkamp, Sören Bergmann
, Volker Nissen:
Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. EMO 2019: 439-450 - [c13]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: 64-76 - 2018
- [c12]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: 197-198 - [c11]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: 1440-1451 - 2017
- [j1]Sören Bergmann
, Niclas Feldkamp, Steffen Strassburger
:
Emulation of control strategies through machine learning in manufacturing simulations. J. Simulation 11(1): 38-50 (2017) - [c10]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
:
Online Analysis of Simulation Data with Stream-based Data Mining. SIGSIM-PADS 2017: 241-248 - [c9]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
, Thomas Schulze:
Knowledge discovery and robustness analysis in manufacturing simulations. WSC 2017: 3952-3963 - [c8]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: 4456-4458 - 2016
- [c7]Sören Bergmann, Niclas Feldkamp, Steffen Straßburger:
Gestaltungsmöglichkeiten selbst-adaptierender Simulationsmodelle. MKWI 2016: 1713-1724 - [c6]Niclas Feldkamp, Sören Bergmann, Steffen Straßburger:
Innovative Analyse- und Visualisierungsmethoden für Simulationsdaten. MKWI 2016: 1737-1748 - [c5]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
, Thomas Schulze:
Knowledge discovery in simulation data: A case study of a gold mining facility. WSC 2016: 1607-1618 - 2015
- [c4]Niclas Feldkamp, Sören Bergmann
, Steffen Straßburger
:
Knowledge Discovery in Manufacturing Simulations. SIGSIM-PADS 2015: 3-12 - [c3]Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
:
Visual analytics of manufacturing simulation data. WSC 2015: 779-790 - [c2]Sören Bergmann
, Niclas Feldkamp, Steffen Strassburger
:
Approximation of dispatching rules for manufacturing simulation using data mining methods. WSC 2015: 2329-2340 - 2014
- [c1]Niclas Feldkamp, Steffen Straßburger
:
Automatic generation of route networks for microscopic traffic simulations. WSC 2014: 2848-2859
Coauthor Index
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