I’m a researcher at the University of Seville. My research so far has focused on techniques related to structured data integration and mining, lately in the field of knowledge graphs. This includes, for example, labelling elements in structured information with a class, finding equivalence between properties, or testing graph embedding techniques.
Research Projects
Semantización y Publicación de datos Abiertos para la Integración de Servicios Electrónicos
Herramientas para la Ciencia de los Datos de la Web
Ingeniería de los Datos Como Soporte a los Grafos de Conocimiento
Research Contracts
01/09/2015 – 14/04/2017: Researcher contract
14/06/2017 – 07/10/2020: FPU predoc grant
23/10/2020 – Present: Interim Professor and researcher contract
2024
ginmappeR: an unified approach for integrating gene and protein identifiers across biological sequence databases Journal Article
In: Bioinformatics Advances, vol. 4, no. 1, pp. vbae129, 2024, ISSN: 2635-0041.
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs Journal Article
In: Expert Systems With Applications, vol. 255, pp. 124410, 2024, ISSN: 0957-4174.
2023
Neural Networks for Aircraft Trajectory Prediction: Answering Open Questions About Their Performance Journal Article
In: IEEE Access, vol. 11, pp. 26593-26610, 2023, ISSN: 2169-3536.
asteRisk - Integration and Analysis of Satellite Positional Data in R. Journal Article
In: R Journal, vol. 15, no. 1, pp. 34-54, 2023, ISSN: 2073-4859.
AYNEXT-tools for streamlining the evaluation of link prediction techniques Journal Article
In: SoftwareX, vol. 23, pp. 101474, 2023, ISSN: 2352-7110.
Deep embeddings and Graph Neural Networks: using context to improve domain-independent predictions Journal Article
In: Applied Intelligence, vol. 53, no. 19, pp. 22415–22428, 2023, ISSN: 1573-7497.