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Chair for Technologies and Management of Digital Transformation


Univ. Prof. Dr. Ing. Tobias Meisen

Publications

References

2021

Tristan Langer; Tobias Meisen
System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis
Information, 12(4):140
2021
Yannik Steiniger; Dieter Kraus; Tobias Meisen
Generating Synthetic Sidescan Sonar Snippets Using Transfer-Learning in Generative Adversarial Networks
Journal of Marine Science and Engineering, 9(3):239
2021
Anton Kummert; Tobias Meisen; Michael Krause; David Michalik; Per Kohl
Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren -- Beschleunigung der technischen Entwicklung und Überwindung von Akzeptanzbarrieren
Proff, Heike, editor, Making Connected Mobility Work Volume 119
page 113--133.
Publisher: Springer Fachmedien Wiesbaden, Wiesbaden
2021
ISBN: 978-3-658-32265-6
Oliver Böhme; Tobias Meisen
Predicting the Progress of Vehicle Development Projects: An Approach for the Identification of Input Features
Proceedings of the 13th International Conference on Agents and Artificial Intelligence , page 522--530.
Publisher: SCITEPRESS - Science and Technology Publications,
2021
ISBN: 978-989-758-484-8
Vladimir Samsonov; Marco Kemmerling; Maren Paegert; Daniel Lütticke; Frederick Sauermann; Andreas Gützlaff; Günther Schuh; Tobias Meisen
Manufacturing Control in Job Shop Environments with Reinforcement Learning
Proceedings of the 13th International Conference on Agents and Artificial Intelligence , page 589--597.
Publisher: SCITEPRESS - Science and Technology Publications,
2021
ISBN: 978-989-758-484-8
Alexander Paulus; Andreas Burgdorf; André Pomp; Tobias Meisen
Recent Advances and Future Challenges of Semantic Modeling
2021 IEEE 15th International Conference on Semantic Computing (ICSC) , page 70--75.
Publisher: IEEE,
2021
ISBN: 978-1-7281-8899-7

Keywords: kgbdm;semantic-data

2020

Richard Meyes; Constantin Waubert de Puiseau; Andres Posada-Moreno; Tobias Meisen
Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations
2020

Keywords: transparency

Richard Meyes; Moritz Schneider; Tobias Meisen
How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents
2020

Keywords: transparency

Andreas Burgdorf; André Pomp; Tobias Meisen
Towards NLP-supported Semantic Data Management
arXiv preprint arXiv:2005.06916,
2020
Christian Scheiderer; Timo Thun; Christian Idzik; Andrés Felipe Posada-Moreno; Alexander Krämer; Johannes Lohmar; Gerhard Hirt; Tobias Meisen
Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes
Procedia Manufacturing, 51:897--903
2020
ISSN: 2351-9789

Keywords: applied-ai

Fabian Scheidt; Jifei Ou; Hiroshi Ishii; Tobias Meisen
deepKnit: Learning-based Generation of Machine Knitting Code
Procedia Manufacturing, 51:485--492
2020
ISSN: 2351-9789

Keywords: applied-ai

André Pomp
Bottom-up Knowledge Graph-based Data Management
of Berichte aus dem Maschinenbau
Publisher: Shaker, Düren
1. Auflage edition
2020
ISBN: 9783844075311
Tobias Meisen; André Pomp; Max Hoffmann
Industrial Big Data: Modernes Informationsmanagement in der Produktion
Steven, Marion and Klünder, Timo, editor, Big Data: Anwendung und Nutzungspotenziale in der Produktion of Moderne Produktion
Publisher: Verlag W. Kohlhammer, Stuttgart
2020
ISBN: 3170364766
Frank Hees; Gesa Horn; Kathrin Schönefeld
Integration von Produktion in den urbanen Raum
Nachhaltige Stadt of Jahrbuch / B.A.U.M. e.V
Publisher: ALTOP Verlags- und Vertriebsgesellschaft für umweltfreundliche Produkte mbH, München
2020
ISBN: 3925646728
Aymen Gannouni; Vladimir Samsonov; Mohamed Behery; Tobias Meisen; Gerhard Lakemeyer
Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste
IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2020
Schirin Baer; Punit Kumar Mohanty; Danielle Chelsea Turner; Tobias Meisen
Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing
International Conference on Manufacturing Systems and Multiple Machies (ICMSMM 2020)
2020

Keywords: applied-ai

Schirin Baer; Danielle Chelsea Turner; Punit Kumar Mohanty; Vladimir Samsonov; Jupiter Romuald Bakekeu; Tobias Meisen
Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing
Proceedings of the 7th International Conference on Industrial Engineering and Applications (ICIEA)
2020

Keywords: applied-ai

Christian Scheiderer; Nik Dorndorf; Tobias Meisen
Effects of Domain Randomization on Simulation-to-Reality Transfer of Reinforcement Learning Policies for Industrial Robots
International Conference on Artificial Intelligence 2020 (to be published)
2020

Keywords: transfer-learning

André Pomp; Alexander Paulus; Andreas Burgdorf; Tobias Meisen
Verbesserung der Nutzbarkeit von Open Data auf Basis eines semantischen Datenmarktplatzes
OKNRW - ONLINE BARCAMP 2020 Science-Track
page 14--15.
2020
Christian Scheiderer; Malte Mosbach; Andres Posada-Moreno; Tobias Meisen
Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks
International Conference on Computational Science and Computational Intelligence (accepted, to be published)
2020

Keywords: transfer-learning

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