TY - JOUR A1 - Scholz, Julia Katharina A1 - Kraus, Andre A1 - Lüder, Dominik A1 - Skoczynski, Kathrin A1 - Schiffer, Mario A1 - Grampp, Steffen A1 - Schödel, Johannes A1 - Buchholz, Bjoern T1 - Loss of Polycystin-1 causes cAMP-dependent switch from tubule to cyst formation JF - iScience KW - nephrology KW - machine learning Y1 - 2022 U6 - https://doi.org/10.1016/j.isci.2022.104359 SN - 2589-0042 VL - 25 IS - 2022,6 PB - Elsevier BV ER - TY - JOUR A1 - Gisi, Markus A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Comparative Analysis of Traditional and Transformer-Based Models in Multi-label Classification of Industrial Requirements JF - IFAC-PapersOnLine KW - machine learning KW - information systems KW - computational intelligence Y1 - 2025 U6 - https://doi.org/10.1016/j.ifacol.2025.11.872 SN - 2405-8963 VL - 59 IS - 2025,24 SP - 245 EP - 250 PB - Elsevier BV ER - TY - JOUR A1 - Coşkun, Onur A1 - Aktepe, Rafet A1 - Aldemir, Alper A1 - Erhan Yılmaz, Ali A1 - Durmaz, Murat A1 - Güldür Erkal, Burcu T1 - Seismic Risk Prioritization of Masonry Building Stocks Using Machine Learning JF - Earthquake engineering & structural dynamics KW - machine learning KW - masonry structures KW - rapid visual screening KW - seismic risk classification KW - seismic risk prioritization Y1 - 2024 U6 - https://doi.org/10.1002/eqe.4227 SN - 1096-9845 VL - 53 IS - 2024,14 SP - 4432 EP - 4450 ER - TY - CHAP A1 - Haas, Moritz A1 - Lenz, Jürgen A1 - Joenssen, Dieter A1 - Rimkus, Wolfgang A1 - Prinz, Ralf A1 - Lutz, Dominic T1 - Machine Learning of Parameters for Structural PET Foam Milling T2 - Procedia CIRP KW - digital manufacturing KW - machine tool data KW - machine learning KW - PET foam KW - milling Y1 - 2021 U6 - https://doi.org/10.1016/j.procir.2021.11.248 SN - 2212-8271 VL - 104 SP - 1470 EP - 1475 ER - TY - CHAP A1 - Lenz, Jürgen A1 - Pelosi, Valerio A1 - Taisch, Marco A1 - MacDonald, Eric A1 - Wuest, Thorsten T1 - Data-driven Context Awareness of Smart Products in Discrete Smart Manufacturing Systems T2 - Procedia Manufacturing KW - smart manufacturing KW - machine learning KW - sensor integration KW - ANN KW - PLM Y1 - 2020 U6 - https://doi.org/10.1016/j.promfg.2020.11.008 SN - 2351-9789 VL - 52 SP - 38 EP - 43 ER - TY - CHAP A1 - Schreiber, Martin A1 - Klöber-Koch, Jan A1 - Bömelburg-Zacharias, Johanna A1 - Braunreuther, Stefan A1 - Reinhart, Gunther T1 - Automated Quality Assurance as an Intelligent Cloud Service Using Machine Learning T2 - Procedia CIRP KW - methodology KW - quality assurance KW - machine learning Y1 - 2020 U6 - https://doi.org/10.1016/j.procir.2020.01.034 SN - 2212-8271 VL - 86 SP - 185 EP - 191 ER -