Publications

My publications from most to least recent.
Or, in Cypher: MATCH (p:Publication) RETURN p.reference ORDER BY p.date DESC;
Check also my Google Scholar profile or my DBLP Author page for always-update references.

Journals

• Invernici, F., Curati, F., Jakimov, J., Samavi, A., & Bernasconi, A. (2025). Capturing research literature attitude towards Sustainable Development Goals: an LLM-based topic modeling approach. Journal of Big Data, 12(1), 1-28.
  DOI: 10.1186/s40537-025-01189-4 PDF📄

• Invernici, F., Bernasconi, A., & Ceri, S. (2024). Exploring the evolution of research topics during the COVID-19 pandemic. Expert Systems with Applications, 252, 124028.
  DOI: 10.1016/j.eswa.2024.124028 PDF📄

• Invernici, F., Bernasconi, A., & Ceri, S. (2024). Searching COVID-19 Clinical Research Using Graph Queries: Algorithm Development and Validation. Journal of Medical Internet Research, 26, e52655.
  DOI: 10.2196/52655 PDF📄

• G. Serna García, R. Al Khalaf, F. Invernici, S. Ceri, and A. Bernasconi, CoVEffect: interactive system for mining the effects of SARS-CoV-2 mutations and variants based on deep learning, GigaScience, vol. 12, May 2023, giad036, issn: 2047-217X.
  DOI: 10.1093/gigascience/giad036 PDF📄

Conferences

• Colombo, A., Cambria, F., & Invernici, F. (2025). Legislative Knowledge Management with Property Graphs. In Proceedings of the Workshops of the 28th International Conference on Extending Database Technology (EDBT).
  PDF📄

• Invernici, F., Bernasconi, A., Curati, F., Jakimov, J., & Samavi, A. (2025). TETYS: Configurable Topic Modeling Exploration for Big Corpora of Text Documents. In Proceedings of the 28th International Conference on Extending Database Technology (EDBT) (Vol. 28, No. 3, pp. 1114-1117).
  PDF📄

• Colombo, A., & Invernici, F. (2024). BeRTo: An Efficient Spark-Based Tool for Linking Business Registries in Big Data Environments. In Proceedings of the 13th International Conference on Data Science, Technology and Applications-DATA (pp. 259-268).
  PDF📄

• Bernasconi, A., Invernici, F., & Ceri, S. (2024). TETYS: Towards the Next-Generation Open-Source Web Topic Explorer. In CEUR WORKSHOP PROCEEDINGS (Vol. 3692, pp. 26-33). CEUR-WS.
  PDF📄

Preprints

• Cambria, F., Invernici, F., Bernasconi, A., & Ceri, S. (2024). MINE GRAPH RULE: A New Cypher-like Operator for Mining Association Rules on Property Graphs. arXiv preprint arXiv:2406.19106.
  PDF📄

Under Review

• Cambria, F., Invernici, F.,Bernasconi, A., Ceri, S. How good are Property Graph Databases in Data Science Algorithms, really? Submitted to ACM Computing Surveys.