Fakultät für Elektrotechnik, Informationstechnik und Medientechnik

Publikationen des Lehrstuhls



2022
Tercan, H., Deibert, P., & Meisen, T. (2022). "Continual learning of neural networks for quality prediction in production using memory aware synapses and weight transfer" , Journal of Intelligent Manufacturing , 283--292.
Samsonov, V., {Ben Hicham}, K., & Meisen, T. (2022). "Reinforcement Learning in Manufacturing Control: Baselines, challenges and ways forward" , Engineering Applications of Artificial Intelligence , 112 (2), 104868.
Burgdorf, A., Paulus, A., Pomp, A., & Meisen, T. (2022). "VC-SLAM - A Handcrafted Data Corpus for the Construction of Semantic Models" , Data , 7 (2),
Bär, S., Bär, F., Pol, S., & Meisen, T. (2022). "Skalierung der Online-Job-Shop-Planung durch Reinforcement Learning" , Atp Edition , 63 (5), 52--59.
Langer, T., Meyes, R., & Meisen, T. (2022). "Gideon Replay: A library to replay interactions in web-applications" , SoftwareX , 17 , 100964.
Waubert-de-Puiseau, C., Meyes, R., & Meisen, T. (2022). "On reliability of reinforcement learning based production scheduling systems: a comparative survey" , Journal of Intelligent Manufacturing , 33 (4), 911--927.
Tercan, H., & Meisen, T. (2022). "Machine learning and deep learning based predictive quality in manufacturing: a systematic review" , Journal of Intelligent Manufacturing .
Maschler, B., Vietz, H., Tercan, H., Bitter, C., Meisen, T., & Weyrich, M. (2022). "Insights and Example Use Cases on Industrial Transfer Learning" , Procedia CIRP , 107 , 511--516.
Langer, T., Welbers, V., & Meisen, T. (2022). "Gideon-TS: Efficient Exploration and Labeling of Multivariate Industrial Sensor Data" , 2184-4992 .
2021
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

Bitter, C., Tercan, H., Meisen, T., Bodnar, T., & Meisen, P. (2021). "When to Message: Investigating User Response Prediction with Machine Learning for Advertisement Emails" in 2021 4th International Conference on Artificial Intelligence for Industries (AI4I) , IEEE 25--29.

ISBN: 978-1-6654-3410-2

Langer, T., & Meisen, T. (2021). "Visual Analytics for Industrial Sensor Data Analysis" in Proceedings of the 23rd International Conference on Enterprise Information Systems , SciTePress 584--593.

ISBN: 978-989-758-509-8

Langer, T., & Meisen, T. (2021). "System Design to Utilize Domain Expertise for Visual Exploratory Data Analysis" , Information , 12 (4), 140.
Kummert, A., 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.
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

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