Publications
2025
- Published
NSSC: a neuro-symbolic AI system for enhancing accuracy of named entity recognition and linking from oncologic clinical notes
García-Barragán, Á., Sakor, A., Vidal, M. E., Menasalvas, E., Gonzalez, J. C. S., Provencio, M. & Robles, V., Mar 2025, In: Medical and Biological Engineering and Computing. 63, p. 749–772 24 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards Interpretable Hybrid AI: Integrating Knowledge Graphs and Symbolic Reasoning in Medicine
Chudasama, Y., Huang, H., Purohit, D. & Vidal, M. E., 13 Jan 2025, In: IEEE ACCESS. 13, p. 39489 - 39509 22 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Integrating Knowledge Graphs with Symbolic AI: The Path to Interpretable Hybrid AI Systems in Medicine
Vidal, M. E., Chudasama, Y., Huang, H., Purohit, D. & Torrente, M., Jan 2025, In: Journal of Web Semantics. 84, 8 p., 100856.Research output: Contribution to journal › Article › Research › peer review
- Published
How Green is AutoML for Tabular Data?
Neutatz, F., Lindauer, M. & Abedjan, Z., 2025, Proceedings 28th International Conference on Extending Database Technology ( EDBT 2025 ). p. 350–363Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SemMatch: Semantics-Aware Matching for Causal Inference over Knowledge Graphs
Huang, H. & Vidal, M. E., 2025, Web Information Systems Engineering : WISE 2024 - 25th International Conference, Proceedings. Barhamgi, M., Wang, H. & Wang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 467-483 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15437 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2024
- Published
Fragmenting Data Strategies to Scale Up the Knowledge Graph Creation
Iglesias, E., Sakor, A., Rohde, P. D., Janev, V. & Vidal, M. E., 29 Dec 2024, Semantic Intelligence : Select Proceedings of ISIC 2023. Jain, S., Mihindukulasooriya, N., Janev, V. & Shimizu, C. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 11-23 13 p. (Lecture Notes in Electrical Engineering; vol. 1258).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A lung cancer diagnosis and treatment dataset with geno- and phenotypical characteristics of the patient
Ríos-Sánchez, B., Vigueras, G., García, A., Gómez-Bravo, D., Menasalvas, E., Torrente, M., Parejo, C., Aisopos, F., Vogiatzis, D., Purohit, D., Provencio, M., Vidal, M. E. & Rodríguez-González, A., Dec 2024, In: Data in Brief. 57, 7 p., 111167.Research output: Contribution to journal › Article › Research › peer review
- Published
PALADIN: A process-based constraint language for data validation
Diaz-Honrubia, A. J., Rohde, P. D., Niazmand, E., Menasalvas, E. & Vidal, M. E., Dec 2024, In: Information Fusion. 112, 23 p., 102557.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Fair Link Prediction With Overlapping Groups
Pal, M., Sikdar, S. & Ganguly, N., 18 Nov 2024, (E-pub ahead of print) In: IEEE Transactions on Computational Social Systems. 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
VISE: Validated and Invalidated Symbolic Explanations for Knowledge Graph Integrity
Purohit, D., Chudasama, Y., Torrente, M. & Vidal, M. E., 14 Nov 2024, Explainable Artificial Intelligence for the Medical Domain 2024: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024). 23 p. (CEUR workshop proceedings; vol. 3831).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review