Knowledge Graphs

• Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data

  2025 PROTEOMICS article Medicine Artificial Intelligence in Healthcare and Education Open access

  1

  citations
• Large language models for knowledge graph extraction from tables in materials science

  2025 Digital Discovery article Materials Science Machine Learning in Materials Science Open access

  12

  citations
• From Genesis to Maturity: Managing Knowledge Graph Ecosystems Through Life Cycles

  2025 Proceedings of the VLDB Endowment article Computer Science Semantic Web and Ontologies Open access

  5

  citations
• Creating a Digital Product Passport Using Data Spaces and Ontologies: A Case Study at a Furniture Dealer

  2025 IFAC-PapersOnLine article Decision Sciences Scientific Computing and Data Management Open access

  1

  citations
• A review and classification of manufacturing ontologies

  2024 Journal of Intelligent Manufacturing article Computer Science Semantic Web and Ontologies Open access

  36

  citations
• Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering

  2024 IEEE Access article Social Sciences Crime, Illicit Activities, and Governance Open access

  35

  citations
• Explainable AI for Bioinformatics: Methods, Tools and Applications

  2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

  199

  citations
• Semantics in Dataspaces: Origin and Future Directions

  2023 ACM Web Conference (WWW) conference-paper Computer Science Semantic Web and Ontologies Open access

  7

  citations
• Semi-Automatic Ontology Development Framework for Building Energy Data Management

  2023 IEEE Access article Computer Science Semantic Web and Ontologies Open access cited by 1 patent

  15

  citations
• A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information

  2023 Communications in computer and information science conference-paper Computer Science Semantic Web and Ontologies

  6

  citations
• [Tool] Automatically Extracting Hardware Descriptions from PDF Technical Documentation

  2023 Journal of Systems Research article Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access

  3

  citations
• Machine Learning in Chemical Engineering: A Perspective

  2021 Chemie Ingenieur Technik article Materials Science Machine Learning in Materials Science Open access

  290

  citations
• RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network

  2021 conference-paper Computer Science Topic Modeling Open access

  86

  citations

13 results