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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Published
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II
Brefeld, U. (Editor), Fromont, E. (Editor), Hotho, A. (Editor), Knobbe, A. (Editor), Maathuis, M. (Editor) & Robardet, C. (Editor), 2020, Cham: Springer Nature Switzerland AG. 732 p. (Lecture notes in computer science; vol. 11906)(Lecture Notes in Artificial Intelligence; vol. 11906)
Research output: Books and anthologies › Conference proceedings › Research
Published
Machine Learning Applications
Arndt, N., Molitor, P. & Usbeck, R., 27.08.2023, In: IT - Information Technology. 65, 4-5, p. 139-141 3 p.
Research output: Journal contributions › Other (editorial matter etc.) › Research
Published
Machine Learning Applications in Convective Turbulence
Kräuter, R., Krasnov, D., Pandey, A., Schneide, C., Padberg-Gehle, K., Giannakis, D., Sreenivasan, K. R. & Schumacher, J., 2020, NIC Symposium 2020: 27 − 28 February 2020, Jülich, Germany, Proceedings. Müller, M., Binder, K. & Trauntmann, A. (eds.). Jülich: Forschungszentrum Jülich , p. 357-366 10 p. (Publication Series of the John von Neumann Institute for Computing (NIC); vol. 50).
Research output: Contributions to collected editions/works › Article in conference proceedings › Research
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
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
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
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
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
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
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

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