Projekte

Port2Connect
Intelligentes Hafenlogbuch zur effizienten und nachhaltigen Nutzung der Hafeninfrastruktur
01.01.2023 - 31.12.2025

Tide2Use
Intelligente Pumpwerk- und Schleusensteuerung
01.10.2018 - 31.03.2021

Publikationen

Artikel in einem Journal (referiert)

Schindler, T. F., Schlicht, S., Thoben, K.-D.
Towards Benchmarking for Evaluating Machine Learning Methods in Detecting Outliers in Process Datasets
In: Computers, 12(2023), 253, DOI 10.3390/computers12120253
[DOI | BibTeX]

Konferenzbeitrag (referiert)

Schindler, T. F., Francksen, T., Ohlendorf, J.-H.
Effects of uncertain knowledge in water level prediction using an LSTM Neural Network
In: Ahram, T., Arquillos, A. L., Gandarias, J., Morales Casas, A. (eds.): Human Interaction and Emerging Technologies (IHIET-AI 2025): Artificial Intelligence and Future Applications. Proceedings of the 13th International Conference on Human Interaction and Emerging Technologies (IHIET-AI 2025), April 22-24, 2025, Costa Del Sol, Universidad de Málaga, Spain. 2025, pp. 301-310, DOI 10.54941/ahfe1005922
[DOI | BibTeX]

Schindler, T. F., Ohlendorf, J.-H., Thoben, K.-D.
Towards Vessel Arrival Time Prediction through a Deep Neural Network Cluster
In: Freitag, M., Kinra, A., Kotzab, H., Megow, N. (eds.): Dynamics in Logistics. Proceedings of the 9th International Conference LDIC 2024, Bremen, Germany. Springer, Cham, 2024, pp. 160-170, DOI 10.1007/978-3-031-56826-8_12
[DOI | BibTeX]

Schindler, T. F., Bode, D., Thoben, K.-D.
Towards Challenges and Proposals for Integrating and Using Machine Learning Methods in Production Environments
In: Valle, M., Lehmhus, D., Gianoglio, C., Ragusa, E., Seminara, L., Bosse, S., Ibrahim, A., Thoben, K.-D. (eds.): Advances in System-Integrated Intelligence. Proceedings of the 6th International Conference on System-Integrated Intelligence (SysInt 2022). Springer, Cham, 2023, pp. 3-12, DOI 10.1007/978-3-031-16281-7_1
[DOI | BibTeX]

Schindler, T. F., Greulich, C., Bode, D., Schuldt, A., Decker, A., Thoben, K.-D.
Towards Intelligent Waterway Lock Control for Port Facility Optimisation
In: Freitag, M., Haasis, H.-D., Kotzab, H., Pannek, J. (eds.): Dynamics in Logistics. Proceedings of the 7th International Conference LDIC 2020, Bremen, Germany. Springer, Cham, 2020, pp. 32-41, DOI 10.1007/978-3-030-44783-0_3
[DOI | BibTeX]