selected publications

• academic article

  • Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine.  Web semantics: science, services and agents on the World Wide Web.  84:100856. 2025
  • CauseKG: A Framework Enhancing Causal Inference With Implicit Knowledge Deduced From Knowledge Graphs.  IEEE Access.  12:61810-61827. 2024

• chapter

  • HyKG-CF: A Hybrid Approach for Counterfactual Prediction using Domain Knowledge.  WSDM '25: Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining. 1104-1105. 2025
  • SemMatch: Semantics-Aware Matching for Causal Inference over Knowledge Graphs.  Web Information Systems Engineering – WISE 2024. 467-483. 2024