Panel Data and Multilevel Analyses of Academic Publishing Success Paper. SSRN Electronic Journal, January 2022. [PUMA: area_bigdata imported zno]
8. Die Materialität analog-digitaler Schnittstellen: Usability-Testung Stift-basierter Eingabegeräte für E-Assessment-Szenarien. Digitale Lehre im Rahmen der Grundlagenausbildung in MINT-Fächern an Hochschulen, 127, 2023. [PUMA: area_bigdata imported zno]
Graph Data Transformations in Gradoop. 193--202, Gesellschaft für Informatik, Bonn, 2019. [PUMA: area_bigdata imported yaff]
Tuning the Utility-Privacy Trade-Off in Trajectory Data.. EDBT, 839--842, 2023. [PUMA: area_bigdata area_responsibleai imported xack yaff]
Privacy-preserving record linkage using autoencoders. Int. J. Data Sci. Anal., Springer Science and Business Media LLC, December 2022. [PUMA: area_bigdata]
Enhancing cross-lingual biomedical concept normalization using deep neural network pretrained language models. SN Comput. Sci., (3)5Springer Science and Business Media LLC, July 2022. [PUMA: area_bigdata]
Tuning the Utility-Privacy Trade-Off in Trajectory Data. 26th International Conference on Extending Database Technology (EDBT), 2023. [PUMA: area_bigdata area_responsibleai]
Using Physics-Informed Machine Learning to Optimize 3D Printing Processes. Progress in Digital and Physical Manufacturing, 2022. [PUMA: area_bigdata topic_physchemistry]
Distributed temporal graph analytics with GRADOOP. VLDB J., (31)2:375--401, Springer Science and Business Media LLC, March 2022. [PUMA: topic_graph area_bigdata]
Fast hubness-reduced nearest neighbor search for entity alignment in Knowledge Graphs. SN Comput. Sci., (3)6Springer Science and Business Media LLC, October 2022. [PUMA: topic_graph area_bigdata]
Privacy in Practice: Private COVID-19 Detection in X-Ray Images. 20th International Conference on Security and Cryptography, SECRYPT 2023, 2023. [PUMA: area_responsibleai area_bigdata]
D-TOUR: Detour-based point of interest detection in privacy-sensitive trajectories. INFORMATIK 2022, Gesellschaft für Informatik, Bonn, 2022. [PUMA: area_responsibleai area_bigdata]
Dataset Report: LID-DS 2021. International Conference on Critical Information Infrastructures Security, 63--73, 2022. [PUMA: area_responsibleai area_bigdata]
LEAPME: Learning-based property matching with embeddings. Data Knowl. Eng., (137)101943:101943, Elsevier BV, January 2022. [PUMA: area_bigdata]
Multi-source dataset of e-commerce products with attributes for property matching. Data Brief, (41)107884:107884, Elsevier BV, April 2022. [PUMA: area_bigdata integration; engineering; Data Ontology; Property matching]
Using differential equation inspired machine learning for valve faults prediction. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), IEEE, July 2023. [PUMA: area_bigdata topic_physchemistry]
Big data integration for industry 4.0. Digital Transformation, 247--268, Springer Berlin Heidelberg, Berlin, Heidelberg, 2023. [PUMA: area_bigdata topic_graph]
Value-specific weighting for record-level encodings in privacy-preserving record linkage. Gesellschaft für Informatik e.V., 2023. [PUMA: area_bigdata area_responsibleai]
Multi-modal artificial intelligence in additive manufacturing: Combining thermal and camera images for 3D-print quality monitoring. Proceedings of the 25th International Conference on Enterprise Information Systems, SCITEPRESS - Science and Technology Publications, 2023. [PUMA: area_bigdata unit_transfer topic_physchemistry]
White Paper - Verbesserung des Record Linkage für die Gesundheitsforschung in Deutschland : August 2023. In NFDI4Health-Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten (Eds.), NFDI4Health - Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten (Projekt), 2023. [PUMA: topic_lifescience area_bigdata]