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  1. Published

    Machine Learning For Determining Planned Order Lead Times In Job Shop Production: A Systematic Review Of Input Factors And Applied Methods

    Wolter, F., Rokoss, A. & Schmidt, M., 2025, Conference on Production Systems and Logistics: University of San Ignacio de Loyola Lima, Peru, 18th – 21th March 2025, Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 374-384 11 p. 32. (Proceedings of the ... Conference on Production Systems and Logistics; no. 7).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  2. Published

    Machine learning for optimization of energy and plastic consumption in the production of thermoplastic parts in SME

    Willenbacher, M., Scholten, J. & Wohlgemuth, V., 16.06.2021, In: Sustainability. 13, 12, 20 p., 6800.

    Research output: Journal contributions › Journal articles › Research › peer-review

  3. Published

    Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data

    Hoogendoorn, M. & Funk, B., 2018, 1 ed. Cham: Springer International Publishing. 231 p. (Cognitive Systems Monograph; vol. 35)

    Research output: Books and anthologies › Monographs › Research › peer-review

  4. Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’

    Chen, T., Sampath, V., May, M. C., Shan, S., Jorg, O. J., Aguilar Martín, J. J., Stamer, F., Fantoni, G., Tosello, G. & Calaon, M., 02.2023, In: Applied Sciences (Switzerland). 13, 3, 32 p., 1903.

    Research output: Journal contributions › Journal articles › Research › peer-review

  5. Published

    Machine learning pipeline for Structure–Property modeling in Mg-alloys using microstructure and texture descriptors

    Guru, M. K., Bohlen, J., Aydin, R. C. & Khalifa, N. B., 15.08.2025, In: Acta Materialia. 295, 121132.

    Research output: Journal contributions › Journal articles › Research › peer-review

  6. Published

    Machine Learning-Supported Planning of Lead Times in Job Shop Manufacturing

    Kramer, K., Wagner, C. & Schmidt, M., 2020, Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems - IFIP WG 5.7 International Conference, APMS 2020, Proceedings: The Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5.7 International Conference, APMS 2020 Novi Sad, Serbia, August 30 – September 3, 2020 Proceedings, Part I. Lalic, B., Marjanovic, U., Majstorovic, V., von Cieminski, G. & Romero, D. (eds.). Cham: Springer Verlag, Vol. 1. p. 363-370 8 p. (IFIP Advances in Information and Communication Technology; vol. 591 IFIP).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  7. machine/readable. Reflextions upon the ›knowledge‹ of images

    Pias, C., 2000, CIHA London 2000. Thirtieth International Congress of the History of Art. Art History for the Millenium: Time. Art History Webmasters Association, 8 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  8. Published

    Machine Vision and Navigation

    Sergiyenko, O. (Editor), Flores-Fuentes, W. (Editor) & Mercorelli, P. (Editor), 30.09.2019, Cham: Springer International Publishing. 851 p.

    Research output: Books and anthologies › Book

  9. Published

    Machine Vision Sensors: Editorial

    Sergiyenko, O., Tyrsa, V., Flores-Fuentes, W., Rodriguez-Quinonez, J. & Mercorelli, P., 27.02.2018, In: Journal of Sensors. 2018, 2 p., 3202761.

    Research output: Journal contributions › Other (editorial matter etc.) › Research

  10. Published

    Machine vision system errors for unmanned aerial vehicle navigation

    Lindner, L., Sergiyenko, O., Rivas-Lopez, M., Ivanov, M., Rodriguez-Quinonez, J. C., Hernandez-Balbuena, D., Flores-Fuentes, W., Tyrsa, V., Muerrieta-Rico, F. N. & Mercorelli, P., 03.08.2017, Proceedings: 2017 IEEE International Symposium on Industrial Electronics (ISIE). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1615-1620 6 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

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