Publikationen des TMDT
- 2023
- Tercan, H., & Meisen, T. (2023). "Online Quality Prediction in Windshield Manufacturing using Data-Efficient Machine Learning" in Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , New York, NY, USA : Association for Computing Machinery 4914—4923.
ISBN: 9798400701030
- Waubert-de-Puiseau, C., Peters, J., Dörpelkus, C., Tercan, H., & Meisen, T. (2023). "schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments" , arXiv arXiv:2301.04182 .
- Theissen-Lipp, J., Kocher, M., Lange, C., Decker, S., Paulus, A., Pomp, A., & Curry, E. (2023). "Semantics in Dataspaces: Origin and Future Directions" in Companion Proceedings of the ACM Web Conference 2023 , New York, NY, USA : Association for Computing Machinery 1504—1507.
ISBN: 9781450394192
- Hadwiger, S., Lavrik, V., Liao, L. X., & Meisen, T. (2023). "Simulation-to-Reality Transfer of a Two-Stage Deep Reinforcement Learning Controller for Autonomous Load Carrier Approaching" in 2023 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC) , IEEE 232—238.
ISBN: 979-8-3503-0121-2
- Pomp, A., Jansen, M., Berg, H., & Meisen, T. (2023). "SPACE_DS: Towards a Circular Economy Data Space" in Companion Proceedings of the ACM Web Conference 2023 , Ding, Ying and Tang, Jie and Sequeda, Juan and Aroyo, Lora and Castillo, Carlos and Houben, Geert-Jan, Eds. New York, NY, USA : ACM 1500—1501.
ISBN: 9781450394192
- Jansen, M., Meisen, T., Plociennik, C., Berg, H., Pomp, A., & Windholz, W. (2023). "Stop Guessing in the Dark: Identified Requirements for Digital Product Passport Systems" , Systems , 11 (3), 123.
- Alves Gomes, M., Wönkhaus, M., Meisen, P., & Meisen, T. (2023). "TEE: Real-Time Purchase Prediction Using Time Extended Embeddings for Representing Customer Behavior" , Journal of Theoretical and Applied Electronic Commerce Research , 18 (3), 1404—1418.
- Paulus, A., Pomp, A., & Meisen, T. (2023). "The PLASMA Framework: Laying the Path to Domain-Specific Semantics in Dataspaces" in Companion Proceedings of the ACM Web Conference 2023 , Ding, Ying and Tang, Jie and Sequeda, Juan and Aroyo, Lora and Castillo, Carlos and Houben, Geert-Jan, Eds. New York, NY, USA : ACM 1474—1479.
ISBN: 9781450394192
- Hahn, Y., Langer, T., Meyes, R., & Meisen, T. (2023). "Time Series Dataset Survey for Forecasting with Deep Learning" , Forecasting , 5 (1), 315—335.
- Langer, T., Pomp, A., & Meisen, T. (2023). "Towards a Data Space for Interoperability of Analytic Provenance" in Companion Proceedings of the ACM Web Conference 2023 , Ding, Ying and Tang, Jie and Sequeda, Juan and Aroyo, Lora and Castillo, Carlos and Houben, Geert-Jan, Eds. New York, NY, USA : ACM 1502—1503.
ISBN: 9781450394192
- Hahn, Y., Maack, R., Buchholz, G., Purrio, M., Angerhausen, M., Tercan, H., & Meisen, T. (2023). "Towards a Deep Learning-based Online Quality Prediction System for Welding Processes" , Procedia CIRP , 120 , 1047—1052.
- Bulow, F., Hahn, Y., Meyes, R., Meisen, T., & others, (2023). "Transparent and Interpretable State of Health Forecasting of Lithium-Ion Batteries with Deep Learning and Saliency Maps" , International Journal of Energy Research , 2023 ,
- Langer, T., Welbers, V., Hahn, Y., Wönkhaus, M., Meyes, R., & Meisen, T. (2023). "Visual Interactive Exploration and~Labeling of~Large Volumes of~Industrial Time Series Data" in Enterprise Information Systems , Filipe, Joaquim and Śmiałek, Michał and Brodsky, Alexander and Hammoudi, Slimane, Eds. Cham : Springer Nature Switzerland 85—108.
ISBN: 978-3-031-39386-0
- Engel, A., Puleikis, L., & Krosch, K. (2023). "Von aufgestoßenen Türen: Urbane Mobilitätskulturen in der Digitalen Transformation — Die Coronapandemie als Katalysator für eine neue Mobilität unter Lebensälteren?" in Towards the New Normal in Mobility , Proff, Heike, Eds. Wiesbaden : Springer Fachmedien Wiesbaden , 993—1010.
ISBN: 978-3-658-39437-0
- 2022
- Müser, S., & Fehling, C. D. (2022). "AR/VR.nrw — Augmented und Virtual Reality in der Hochschullehre" , HMD Praxis der Wirtschaftsinformatik , 59 (1), 122—141.