TY - CHAP A1 - Meyer-Hollatz, Tim A1 - Schwarz, Nina A1 - Werner, Tim T1 - Punctuality Predictions in Public Transportation: Quantifying the Effect of External Factors T2 - Lecture Notes in Information Systems and Organisation KW - automatic vehicle location KW - punctuality prediction KW - public transportation KW - machine learning Y1 - 2025 SN - 9783031801211 U6 - https://doi.org/10.1007/978-3-031-80122-8_25 SN - 2195-4968 VL - 75 SP - 395 EP - 410 PB - Springer Nature Switzerland CY - Cham ER - TY - JOUR A1 - Fabri, Lukas A1 - Leuthe, Daniel A1 - Schneider, Lars-Manuel A1 - Wenninger, Simon T1 - Fostering Non-intrusive Load Monitoring for Smart Energy Management in Industrial Applications: An Active Machine Learning Approach JF - Energy Informatics KW - smart energy management KW - active learning KW - energy efficiency KW - machine learning KW - non-intrusive load monitoring Y1 - 2025 U6 - https://doi.org/10.1186/s42162-025-00517-5 SN - 2520-8942 VL - 8 IS - 2025,1 PB - Springer Science and Business Media LLC 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 - Yilmaz, Ali Erhan A1 - Cinar, Omer Faruk A1 - Aldemir, Alper A1 - Güldür Erkal, Burcu A1 - Coskun, Onur T1 - Harnessing Machine Learning for Multiclass Seismic Risk Assessment in Reinforced Concrete Structures JF - Buildings KW - machine learning KW - rapid visual screening KW - seismic risk assessment KW - reinforced KW - concrete KW - (RC) buildings KW - level prediction disaster resilience Y1 - 2025 U6 - https://doi.org/10.3390/buildings15224185 SN - 2075-5309 VL - 15 IS - 2025,22 PB - MDPI AG CY - Basel ER - TY - CHAP A1 - Eberl, Florian ED - Stolle, Reinhard T1 - Natural Lighting in Rooms - Method to Collect Training Data for AI Application T2 - Applied Research Conference 2025 KW - natural lighting KW - simulation KW - Rhino8 KW - Ladybug KW - Honeybee KW - CBDM KW - machine learning KW - Artificial Intelligence KW - data generation Y1 - 2025 SP - 196 EP - 201 PB - Technical University of Applied Sciences Augsburg CY - Augsburg ER - TY - CHAP A1 - Ha, Song Son A1 - Förster, Florian A1 - Doebbert, Thomas Robert A1 - Kittel, Tim A1 - Merli, Dominik A1 - Scholl, Gerd T1 - Testbed and Software Architecture for Enhancing Security in Industrial Private 5G Networks T2 - 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA) KW - security KW - private 5G KW - DPI KW - machine learning Y1 - 2025 SN - 979-8-3315-5383-8 U6 - https://doi.org/10.1109/ETFA65518.2025.11205743 SP - 1 EP - 4 PB - IEEE ER - TY - CHAP A1 - Werlitz, Viktor A1 - Kleybolte, Lukas A1 - Balic, Sabahudin A1 - Mess, Elisabeth Veronica A1 - Mahler, Andreas A1 - Reuter, Claudia A1 - Teynor, Alexandra ED - Röhrig, Rainer ED - Ganslandt, Thomas ED - Jung, Klaus ED - Kock-Schoppenhauer, Ann-Kristin ED - König, Jochem ED - Sax, Ulrich ED - Sedlmayr, Martin ED - Spreckelsen, Cord ED - Zapf, Antonia T1 - From Proprietary Printed Forms to Standardized Digital Exchange Formats – Care Transition Records to FHIR as an Example T2 - German Medical Data Sciences 2025: GMDS Illuminates Health KW - machine learning KW - care transition record (CTR) KW - FHIR KW - medical information objects (MIO) KW - Pflegeinformationsobjekt (PIO) KW - care information object (CIO) Y1 - 2025 SN - 978-1-64368-615-8 U6 - https://doi.org/10.3233/SHTI251392 SN - 0926-9630 IS - (Studies in Health Technology and Informatics;331) SP - 162 EP - 169 PB - IOS Press CY - Amsterdam ER - TY - INPR A1 - Lengerer, Daniel A1 - Pechinger, Mathias A1 - Bogenberger, Klaus A1 - Markgraf, Carsten T1 - AID4AD: Aerial Image Data for Automated Driving Perception KW - automated driving KW - trajectory prediction KW - machine learning KW - deep learning KW - aerial image data Y1 - 2025 U6 - https://doi.org/10.48550/arXiv.2508.02140 N1 - This work has been submitted to the IEEE for possible publication. 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