Publikationen des TMDT
- 2021
- Steiniger, Y., Groen, J., Stoppe, J., Kraus, D., & Meisen, T. (2021). "A study on modern deep learning detection algorithms for automatic target recognition in sidescan sonar images" , Proceedings of Meetings on Acoustics ,
- Müser, S. (2021). "Die Erfassung des bildungswissenschaftlichen Wissens im Lehramtsstudium: Konstruktion und Validierung des ESBW-Tests sowie die Untersuchung des Praxisschocks im Praxissemester" , {University of Duisburg-Essen} .
- Pomp, A., Paulus, A., Burgdorf, A., & Meisen, T. (2021). "A Semantic Data Marketplace for Easy Data Sharing within a Smart City" in Proceedings of the 30th ACM International Conference on Information & Knowledge Management , Demartini, Gianluca and Zuccon, Guido and Culpepper, J. Shane and Huang, Zi and Tong, Hanghang, Eds. New York, NY, USA : ACM 4774—4778.
ISBN: 9781450384469
- 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 , Arabnia, Hamid R. and Ferens, Ken and de {La Fuente}, David and Kozerenko, Elena B. and {Olivas Varela}, José Angel and Tinetti, Fernando G., Eds. 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
- 2020
- Baer, S., Turner, D. C., Mohanty, P. K., Samsonov, V., Bakekeu, J. R., & Meisen, T. (2020). "Multi Agent Deep Q-Network Approach for Online Job Shop Scheduling in Flexible Manufacturing" in Proceedings of the 7th International Conference on Industrial Engineering and Applications (ICIEA) .
- Pomp, A., Paulus, A., Burgdorf, A., & Meisen, T. (2020). "Verbesserung der Nutzbarkeit von Open Data auf Basis eines semantischen Datenmarktplatzes" in OKNRW - ONLINE BARCAMP 2020 Science-Track , 14—15.
- Meyes, R., Waubert-de-Puiseau, C., Posada-Moreno, A., & Meisen, T. (2020). "Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations" .
- Scheiderer, C., Mosbach, M., Posada-Moreno, A. F., & Meisen, T. (2020). "Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks" in 2020 International Conference on Computational Science and Computational Intelligence (CSCI) , IEEE 504—509.
ISBN: 978-1-7281-7624-6
- Burgdorf, A., Pomp, A., & Meisen, T. (2020). "Towards NLP-supported Semantic Data Management" , arXiv preprint arXiv:2005.06916 .
- Otte, T., Gannouni, A., & Meisen, T. (2020). "The future of urban freight transport: A data-driven consolidation approach to accompany cities on their path to zero redundancy in freight movement" in 27th ITS World Congress via 1st Virtual ITS European Congress .