Publikationen des TMDT
- 2022
- Alves-Gomes, M., Meyes, R., Meisen, P., & Meisen, T. (2022). "Will This Online Shopping Session Succeed? Predicting Customer's Purchase Intention Using Embeddings" in Proceedings of the 31st ACM International Conference on Information & Knowledge Management , New York, NY, USA : {Association for Computing Machinery} 2873--2882.
ISBN: 9781450392365
- Alves-Gomes, M., Meyes, R., Meisen, P., & Meisen, T. (2022). "Will This Online Shopping Session Succeed? Predicting Customer’s Purchase Intention Using Embeddings" in Proceedings of the 31st ACM International Conference on Information & Knowledge Management , New York, NY, USA : Association for Computing Machinery 2873—2882.
ISBN: 9781450392365
- 2021
- Alves-Gomes, M., Tercan, H., Bodnar, T., Meisen, T., & Meisen, P. (2021). "A Filter is Better Than None: Improving Deep Learning-Based Product Recommendation Models by Using a User Preference Filter" in 2021 IEEE 23rd Int. Conf. on High Performance Computing and Communications; 7th Int. Conf. on Data Science and Systems; 19th Int. Conf. on Smart City; 7th Int. Conf. on Dependability in Sensor, Cloud and Big Data Systems and Application (HPCC/DSS/SmartCity/DependSys) . 1278—1285.
- 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
- 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} .
- 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 , 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
- 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