Publications

Lucas Lange, Maurice-Maximilian Heykeroth, and Erhard Rahm. Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning. arXiv preprint arXiv:2409.01329, arXiv, September 2024. [PUMA: (cs.CR), (cs.CV), (cs.LG), Computer Cryptography FOS: Learning Machine Pattern Recognition Security Vision and area_bigdata area_responsibleai ep information sciences xack yaff]

Fabian Liessmann, Lukas von Bredow, Jens Meiler, and rahm Liebscher, Ines. Targeting adhesion G protein-coupled receptors. Current status and future perspectives. Structure, Elsevier, November 2024. [PUMA: ADGRG1; ADGRG2; ADGRG3; ADGRG5; ADGRG6; ADGRG7; GPCRs; GPR114; GPR126; GPR128; GPR56; GPR64; GPR97; adhesion area_bigdata discovery; drug ep ligands; molecules; small structure topic_lifescience xack yaff]

Chiara Molinari, Leonardo Solaini, Francesca Rebuzzi, Gianluca Tedaldi, Davide Angeli, Elisabetta Petracci, Dusan Prascevic, Jan Ewald, Erhard Rahm, Matteo Canale, and others. Genomic events stratifying prognosis of early gastric cancer. Gastric Cancer, 1--12, Springer, 2024. [PUMA: area_bigdata ep imported topic_lifescience xack yaff]

Maksim Kukushkin, Martin Bogdan, and Thomas Schmid. BiMAE - A Bimodal Masked Autoencoder Architecture for Single-Label Hyperspectral Image Classification. IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 2987--2996, IEEE, 2024. [PUMA: area_bigdata ep imported topic_neuroinspired zno]

Benjamin Uhrich, Tim Häntschel, Martin Schäfer, and Erhard Rahm. Neural Diffusion Graph Convolutional Network for Predicting Heat Transfer in Selective Laser Melting. International Workshop on Combinatorial Image Analysis, 150--164, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]

Benjamin Uhrich, Nils Pfeifer, Martin Schäfer, Oliver Theile, and Erhard Rahm. Physics-informed deep learning to quantify anomalies for real-time fault mitigation in 3D printing. Applied Intelligence, (54)6:4736--4755, Springer, 2024. [PUMA: area_bigdata ep imported topic_physchemistry xack yaff]

Victor Christen, Daniel Obraczka, Marvin Hofer, Martin Franke, and Erhard Rahm. Graph-based Active Learning for Entity Cluster Repair. arXiv preprint arXiv:2401.14992, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]

Lucas Lange, Nils Wenzlitschke, and Erhard Rahm. Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection. Sensors, (24)10:3052, MDPI, 2024. [PUMA: area_bigdata area_responsibleai ep imported xack yaff]

Marvin Hofer, Johannes Frey, and Erhard Rahm. Towards self-configuring knowledge graph construction pipelines using llms-a case study with rml. Fifth International Workshop on Knowledge Graph Construction@ ESWC2024, 2024. [PUMA: area_bigdata ep imported topic_graph xack yaff]

Jacob Pollack, Hanna Köpcke, and Erhard Rahm. Intermediate Fusion for Multimodal Product Matching. 2024. [PUMA: area_bigdata ep imported unit_transfer xack yaff]