Deperias Kerre, PhD

Deperias Kerre, PhD

Researcher at the University of Liège working at the intersection of artificial intelligence, semantic technologies, and information retrieval to improve metadata quality, dataset discoverability, and context-aware data integration.

Publications

You can find my publications on Google Scholar and DBLP.

Journal Articles

  1. Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). A Concise Ontological Model of the Design and Optoelectronic Properties in the Quantum Cascade Laser Domain. Semantic Web, 16 (4), 22104968251359870.📄Download https://doi.org/10.1177/22104968251359870
  2. Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). An Instruction Dataset for Extraction of the Quantum Cascade Laser Properties from Text. Data in Brief, 58, 111255.📄 Download https://doi.org/10.1016/j.dib.2024.111255

Conference and Workshop Papers

  1. Kerre, D., & Debruyne, C. (2026). Are the Provided Keywords on Open Data Portals Semantically Complete and Relevant? An Exploratory Study. In 3rd NeXt-generation Data Governance workshop (NXDG 2026), co-located with the 22nd International Conference on Semantic Systems (SEMANTiCS 2026), 15 September 2026, Ghent, Belgium. 📄Download Manuscript Link to Slides Presentation Video
  2. Ol, P., Kerre, D., Debruyne, C., Valy, D., & Nou, S. (2026). Assessing the Viability of an OBDA Approach to Integrating Databases into a Virtual Knowledge Graph for Research Management at ITC. In 22nd International Conference on Semantic Systems (SEMANTiCS 2026), Posters, Demos, Blue Sky, and Tutorials, 15-17 Sep 2026, Ghent, Belgium.📄Download Manuscirpt Download Poster
  3. Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2025). Semantic Enrichment of the Quantum Cascade Laser Properties in Text-A Knowledge Graph Generation Approach. In LLM-TEXT2KG 2025: 4th International Workshop on LLM-Integrated Knowledge Graph Generation from Text (Text2KG) Co-located with the Extended Semantic Web Conference (ESWC 2025), June 1 - June 5, 2025, Portoroz, Slovenia. pp.68-89.📄Download https://ceur-ws.org/Vol-4020/Paper_ID_4.pdf
  4. Kerre, D., Laurent, A., Maussang, K., & Owuor, D. (2023). A text mining pipeline for mining the quantum cascade laser properties. In European Conference on Advances in Databases and Information Systems (pp. 393-406). In European Conference on Advances in Databases and Information Systems (pp. 393-406), September 4-8, 2023, Barcelona Spain. https://doi.org/10.1007/978-3-031-42941-5_34
  5. Kerre, D & Muchiri, H (2022). Detecting the Simultaneous Occurrence of Strawberry Fungal Leaf Diseases with a Deep Normalized CNN. In 2022 7th International Conference on Machine Learning Technologies, (ACM), 147-154, March 11-13, Rome, Italy. 📄Download https://doi.org/10.1145/3529399.3529424