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In: 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE

Classification of Faults in Cyber-Physical Systems with Complex-Valued Neural Networks

Sep 2021
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In: 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), IEEE

Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability

Tom Hammerbacher¹, Markus Lange-Hegermann, Gorden Platz
Aug 2021
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A Meta-Review on Artificial Intelligence in Product Creation

Ruslan Bernijazov¹, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Hanselle, Eyke Hüllermeier, Gökce Karakaya, Patrick Ködding, Volker Lohweg, Manuel Malatyali, Friedhelm Meyer auf der Heide, Melina Panzner, Christian Soltenborn²
Aug 2021
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In: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE

Investigation in IoT and 5G architectures for deployment of Artificial Intelligence into urban mobility and production

Tobias Frefers¹, Arthur Müller, Sebastian Schriegel, Jürgen Jasperneite²
Jul 2021
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In: Proceedings of the 23rd International Conference on Engineering Design (ICED'21), Design Society

Design for Continuous Use of Product-Service Systems: A Conceptual Framework

Yutaro Nemoto¹, Hitesh Dhiman, Carsten Röcker
Jul 2021
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In: The International Journal of Advanced Manufacturing Technology, Springer

Cognitive capabilities for the CAAI in cyber-physical production systems

Jan Strohschein¹, Andreas Fischbach, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
May 2021
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In: Programme of contemporary PhD studies in the field of cyber–physical systems (CyPhiS).

Cyber-physical Systems in the area of smart city - living lab approach.

May 2021
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In: Programme of contemporary PhD studies in the field of cyber–physical systems (CyPhiS).

Cyber-physical Systems in the area of industrial automation - living lab approach.

May 2021
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In: Programme of contemporary PhD studies in the field of cyber–physical systems (CyPhiS).

Introduction to the digital twin.

May 2021
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In: Programme of contemporary PhD studies in the field of cyber–physical systems (CyPhiS).

Quality of Service communication in Cyber-physical Systems.

May 2021
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In: Programme of contemporary PhD studies in the field of cyber–physical systems (CyPhiS).

5G as a part of the industrial ecosystem.

Apr 2021
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In: Industrial Pioneers OWL: Lösungen für die Produktion von morgen, Intelligente Technische Systeme OstWestfalenLippe (it's OWL)

Verdrängt KI menschliche Arbeit?

Apr 2021
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In: Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, PMLR

Linearly Constrained Gaussian Processes with Boundary Conditions

Apr 2021
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In: PyTorch Ecosystem Day

pystiche: A Framework for Neural Style Transfer

Philip Meier¹, Volker Lohweg
Apr 2021
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In: arXiv preprint arXiv:2103.16223

LemgoRL: An open-source Benchmark Tool to Train Reinforcement Learning Agents for Traffic Signal Control in a real-world simulation scenario

Arthur Müller¹, Vishal Rangras, Georg Schnittker, Michael Waldmann, Maxim Friesen, Tobias Frefers, Lukas Schreckenberg, Florian Hufen, Jürgen Jasperneite, Marco Wiering²
Mar 2021
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¹ Erstautoren
² Letztautoren