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Publications

On this page the institutional bibliography and open access repository can be searched. Browse by research area or use the search field and advanced search to discover relevant research outputs. Publications published prior to 2000 may be missing. To find specific authors we recommend the Person Index.

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. Published

    Machine vision system for UAV navigation

    Lindner, L., Sergiyenko, O. Y., Rivas-Lopez, M., Valdez-Salas, B., Rodríguez-Quinonez, J. C., Hernández-Balbuena, D., Flores-Fuentes, W., Tyrsa, V., Barrera, M. M., Muerrieta-Rico, F. N., Mercorelli, P., Gurko, A. & Kartashov , V. M., 02.02.2017, 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016. IEEE - Institute of Electrical and Electronics Engineers Inc., 6 p. 7841356. (2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016).

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

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  1. Xinliang Han