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