Publications

Christopher Rost, Riccardo Tommasini, Angela Bonifati, Emanuele Della Valle, Erhard Rahm, Keith W Hare, Stefan Plantikow, Petra Selmer, and Hannes Voigt. Seraph: Continuous Queries on Property Graph Streams.. EDBT, 234--247, 2024. [PUMA: area_bigdata topic_graph xack yaff]

Miriam Louise Carnot, Eric Peukert, and Bogdan Franczyk. Enhancing Roadway Safety: LIDAR-based Tree Clearance Analysis. CoRR, (abs/2402.18309)2024. [PUMA: area_bigdata xack yaff] URL

Elias Werner. Towards Highly Performant Context Awareness in the Internet of Things. In José Manuel Machado, Pablo Chamoso, Guillermo Hernández, Grzegorz Bocewicz, Roussanka Loukanova, Roussanka Loukanova, Esteban Jove, Angel Martin del Rey, and Michela Ricca (Eds.), Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference, (583):165--170, Springer Link, February 2023. [PUMA: Concept FIS_scads IoT Performance analysis, area_bigdata detection, drift nopdf]

Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, and Wolfgang E. Nagel. Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. Apr 17, 2023. [PUMA: FIS_scads area_bigdata cs.LG, cs.PF topic_visualcomputing yaff]

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]

Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei R. Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, G'abor Sz'arnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, and Eiko Yoneki. The future is big graphs: a community view on graph processing systems. 2021. [PUMA: area_bigdata topic_graph zno]

Riccardo Tommasini, Christopher Rost, Angela Bonifati, Emanuele Della Valle, Erhard Rahm, Keith W. Hare, Stefan Plantikow, Petra Selmer, and Hannes Voigt. Property Graph Stream Processing In Action with Seraph. Companion of the 2024 International Conference on Management of Data, 492–495, Association for Computing Machinery, New York, NY, USA, Jun 9, 2024. [PUMA: area_bigdata topic_graph yaff] URL

Elias Werner, Nishant Kumar, Sunna Torge, Matthias Lieber, Arunima Raj, Stefan Gumhold, and Wolfgang E Nagel. Computational Performance Aware Benchmarking of Unsupervised Concept Drift Detection.. CoRR, 2023. [PUMA: area_bigdata imported nopdf topic_visualcomputing]

Toralf Kirsten, Frank Meineke, Henry Löffler-Wirth, Alexandr Uciteli, Christoph Beger, Sebastian Stäubert, Matthias Löbe, René Hänsel, Franziska Rauscher, Judith Schuster, Thomas Peschel, Heinrich Herre, Jonas Wagner, Silke Zachariae, Christoph Engel, Markus Scholz, Erhard Rahm, Hans Binder, and Markus Löffler. The Leipzig Health Atlas - An open platform to present, archive and share bio-medical data, analyses and models online. Methods of Information in Medicine, (61)August 2022. [PUMA: area_bigdata topic_mathfoundation topic_lifescience imported]

Maja Schneider, Peter Christen, Erhard Rahm, Jonathan Schneider, and Lea Löffelmann. Tuning the Utility-Privacy Trade-Off in Trajectory Data.. EDBT, 839--842, 2023. [PUMA: area_responsibleai area_bigdata imported]

Nadine Hahm, Erik Morawetz, and Andreas Thor. 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]