Chair for Technologies and Management of Digital Transformation
Univ. Prof. Dr. Ing. Tobias Meisen
Publications
References
2021 | |
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System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis
Information,
12(4):140
2021
DOI: 10.3390/info12040140
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Generating Synthetic Sidescan Sonar Snippets Using Transfer-Learning in Generative Adversarial Networks
Journal of Marine Science and Engineering,
9(3):239
2021
DOI: 10.3390/jmse9030239
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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
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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
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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
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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 | |
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Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations
2020
Keywords: transparency |
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How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents
2020
Keywords: transparency |
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Towards NLP-supported Semantic Data Management
arXiv preprint arXiv:2005.06916,
2020
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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 |
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deepKnit: Learning-based Generation of Machine Knitting Code
Procedia Manufacturing,
51:485--492
2020
ISSN: 2351-9789
Keywords: applied-ai |
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Bottom-up Knowledge Graph-based Data Management
of Berichte aus dem Maschinenbau
Publisher: Shaker, Düren
1. Auflage edition
2020
ISBN: 9783844075311
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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
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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
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Neural Combinatorial Optimization for Production Scheduling with Sequence-Dependent Setup Waste
IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2020
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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 |
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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 |
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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 |
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Verbesserung der Nutzbarkeit von Open Data auf Basis eines semantischen Datenmarktplatzes
OKNRW - ONLINE BARCAMP 2020 Science-Track
page 14--15.
2020
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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 |