Publikationen des TMDT
- 2021
- Ekeris, T., Meyes, R., & Meisen, T. (2021). "Discovering Heuristics And Metaheuristics For Job Shop Scheduling From Scratch Via Deep Reinforcement Learning" in Proceedings of the 2nd Conference on Production Systems and Logistics (CPSL~2021) .
- Scheiderer, C., Dorndorf, N., & Meisen, T. (2021). "Effects of Domain Randomization on Simulation-to-Reality Transfer of Reinforcement Learning Policies for Industrial Robots" in Advances in Artificial Intelligence and Applied Cognitive Computing , Cham : Springer International Publishing and Imprint Springer , 157—169.
ISBN: 978-3-030-70295-3
- Steiniger, Y., Stoppe, J., Kraus, D., & Meisen, T. (2021). "Erzeugung von synthetischen Seitensichtsonar-Bildern mittels Generative Adversarial Networks" , Hydrographische Nachrichten , 30—34.
- Tercan, H., Bitter, C., Bodnar, T., Meisen, P., & Meisen, T. (2021). "Evaluating a Session-based Recommender System using Prod2vec in a Commercial Application" in Proceedings of the 23rd International Conference on Enterprise Information Systems , SciTePress 610—617.
ISBN: 978-989-758-509-8
- Maack, R. F., Tercan, H., Solvay, A. F., Mieth, M., & Meisen, T. (2021). "Fault Detection in Railway Switches using Deformable Convolutional Neural Networks" in 2021 IEEE 19th International Conference on Industrial Informatics (INDIN) , IEEE 1—6.
ISBN: 978-1-7281-4395-8
- Steiniger, Y., Kraus, D., & Meisen, T. (2021). "Generating Synthetic Sidescan Sonar Snippets Using Transfer-Learning in Generative Adversarial Networks" , Journal of Marine Science and Engineering , 9 (3), 239.
- Pol, S., Baer, S., Turner, D., Samsonov, V., & Meisen, T. (2021). "Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints" in Proceedings of the 23rd International Conference on Enterprise Information Systems , SciTePress 515—526.
ISBN: 978-989-758-509-8
- Samsonov, V., Kemmerling, M., Paegert, M., Lütticke, D., Sauermann, F., Gützlaff, A., Schuh, G., & Meisen, T. (2021). "Manufacturing Control in Job Shop Environments with Reinforcement Learning" in Proceedings of the 13th International Conference on Agents and Artificial Intelligence , SciTePress 589—597.
ISBN: 978-989-758-484-8
- Paulus, A., Burgdorf, A., Puleikis, L., Langer, T., Pomp, A., & Meisen, T. (2021). "PLASMA: Platform for Auxiliary Semantic Modeling Approaches" in Proceedings of the 23rd International Conference on Enterprise Information Systems , SciTePress 403—412.
ISBN: 978-989-758-509-8
- Böhme, O., & Meisen, T. (2021). "Predicting the Progress of Vehicle Development Projects: An Approach for the Identification of Input Features" in Proceedings of the 13th International Conference on Agents and Artificial Intelligence , SciTePress 522—530.
ISBN: 978-989-758-484-8
- Paulus, A., Burgdorf, A., Pomp, A., & Meisen, T. (2021). "Recent Advances and Future Challenges of Semantic Modeling" in 2021 IEEE 15th International Conference on Semantic Computing (ICSC) , IEEE 70—75.
ISBN: 978-1-7281-8899-7
- Engel, A., Loerwald, P., & Horn, G. (2021). "Smart Mobility Solutions by Citizien Participation - From Creating Conditions of Possibility to Co-production" in ITS World Congress - Book of Abstracts , 1865—1876.
- Bulow, F., Mentz, J., & Meisen, T. (2021). "State of health forecasting of Lithium-ion batteries applicable in real-world operational conditions" , Journal of Energy Storage , 44 , 103439.
- Kummert, A., Meisen, T., Krause, M., Michalik, D., & Kohl, P. (2021). "Synergiepotenziale von Virtual City Twins im Bereich automatisiertes Fahren — Beschleunigung der technischen Entwicklung und Überwindung von Akzeptanzbarrieren" in Making Connected Mobility Work , Proff, Heike, Eds. Wiesbaden : Springer Fachmedien Wiesbaden , 113—133.
ISBN: 978-3-658-32265-6
- Langer, T., & Meisen, T. (2021). "System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis" , Information , 12 (4), 140.