Publications 2021 (26)

Grimmer, M.; Kaelble, T.; Rahm, E. Improving Host-based Intrusion Detection Using Thread Information Symposium on Emerging Information Security and Applications (EISA) 2021 2021-11

Rost, C.; Fritzsche, P.; Schons, L.; Zimmer, M.; Gawlick, D.; Rahm, E. Bitemporal Property Graphs to Organize Evolving Systems Techn. Report, Univ. of Leipzig, arXiv:2111.13499, Nov 2021 2021-11

Lin, Ying-Chi; Hoffmann, Phillip; Rahm, Erhard Enhancing cross-lingual biomedical concept normalization using deep neural network pretrained language models Springer Nature Computer Science Journal (submitted) 2021-10

Obraczka, Daniel; Rahm, Erhard An Evaluation of Hubness Reduction Methods for Entity Alignment with Knowledge Graph Embeddings Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (Best Student Paper Candidate) 2021-10

Saeedi, A.; David, L.; Rahm, E. Matching Entities from Multiple Sources with Hierarchical Agglomerative Clustering KEOD 2021 2021-10

Scherzinger, S.; Thor, A.; Härder, T. Editorial Schwerpunktthema "Digitale Lehre im Fachgebiet Datenbanksysteme (II)" Datenbankspektrum 21(2) 2021-07

Obraczka, Daniel; Schuchart, Jonathan; Rahm, Erhard Embedding-Assisted Entity Resolution for Knowledge Graphs Proc. ESWC workshop on Knowledge Graph Construction (KGCW), 2021 2021-06

Rost, C; Gomez, K; Taeschner, M; Fritzsche, P; Schons, L; Christ, L; Adameit, T; Junghanns, M; Rahm, E Distributed temporal graph analytics with GRADOOP VLDB Journal 2021 Special Issue Paper 2021-05

Wilke, Moritz; Rahm, Erhard Towards Multi-modal Entity Resolution for Product Matching GI-Workshop on Foundations of Databases / Grundlagen von Datenbanken (GVDB 21) 2021-05

Ngonga Ngomo, Axel-Cyrille;Sherif, Mohamed Ahmed; Georgala, Kleanthi; Hassan, Mofeed;Dreßler, Kevin;Lyko, Klaus;Obraczka, Daniel;Soru, Tommaso LIMES: A Framework for Link Discovery on the Semantic Web KI - Künstliche Intelligenz, German Journal of Artificial Intelligence - Organ des Fachbereichs "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. 2021-04-17

Ayala, Daniel; Hernández, Irma; Ruiz, David; Rahm, Erhard Towards the smart use of embedding and instance features for property matching Proc. Int. Conf. on Data Engineering (ICDE), pp. 211-2116 2021-04

Franke, Martin; Sehili, Ziad; Rohde, Florens; Rahm, Erhard Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage Proceedings of the 24th International Conference on Extending Database Technology (EDBT), pp. 289-300 2021-03

Gomez, K.; Taeschner, M.; Rostami, M. Ali; Rost, C.; Rahm, E. Graph Sampling with Distributed In-Memory Dataflow Systems Proc. Datenbanksysteme für Business, Technologie und Web (BTW) 2021 2021-03

Lerm, S. ; Saeedi, A.; Rahm, E. Extended Affinity Propagation Clustering for Multi-source Entity Resolution BTW 2021 2021-03

Rost, C.; Gomez, K.; Fritzsche, P.; Thor, A.; Rahm, E. Exploration and Analysis of Temporal Property Graphs 24th International Conference on Extending Database Technology (EDBT) 2021-03

Lin, Ying-Chi; Hoffmann, Phillip; Rahm, Erhard Enhancing Cross-lingual Semantic Annotations Using Deep Network Sentence Embeddings In Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021) - Volume 5: HEALTHINF, pages 188-199. (Best Paper Award) 2021-02

Sehili, Z.; Rohde, F.; Franke, M.; Rahm, E. Multi-Party Privacy Preserving Record Linkage in Dynamic Metric Space Proc. 19. GI-Fachtagung für Datenbanksysteme für Business, Technologie und Web (BTW), 2021 2021-02

Christen, Victor Advanced Methods for Entity Linking in the Life Sciences Dissertation, Universität Leipzig 2021-01-25

Obraczka, Daniel; Schuchart, Jonathan; Rahm, Erhard EAGER: Embedding-Assisted Entity Resolution for Knowledge Graphs Arxiv 2021-01

Rohde, Florens; Franke, Martin; Sehili, Ziad; Lablans, Martin; Rahm, Erhard Optimization of the Mainzelliste software for fast privacy-preserving record linkage BMC Journal of Translational Medicine 2021-01

Scherzinger, S.; Thor, A.; Härder, T. Editorial Schwerpunktthema "Digitale Lehre im Fachgebiet Datenbanksysteme" Datenbankspektrum 21(1) 2021-01

Thor, A.; Kirsten, T. Das E-Assessment-Tool DMT Datenbankspektrum 21(1) 2021-01

Uhrich, Benjamin; Schäfer, Martin; Theile, Oliver; Rahm, Erhard Using Physics-Informed Machine Learning to Optimize 3D Printing Processes Proceedings of the 2nd International Conference on Progress in Digital and Physical Manufacturing (ProDPM'21) 2021