Emilio Serrano

Joined

May 2024

Names

Emilio Serrano (Preferred)

Emails

****@upm.es (Confirmed)

****@fi.upm.es (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Full Professor

Artificial Intelligence, Universidad Politécnica de Madrid (upm.es)

2024 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks
Damiano Zanardini, Emilio Serrano
- CoRR 2024
- Readers: Everyone
A multivariable sensor-agnostic framework for spatio-temporal air quality forecasting based on Deep Learning
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, M. Luisa Córdoba, María S. Pérez
- Eng. Appl. Artif. Intell. 2024
- Readers: Everyone
Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Esther Ugarte Carro, Emilio Serrano, Alejandro Rodríguez González
- Artif. Intell. Medicine 2023
- Readers: Everyone
Analysis of the Confidence in the Prediction of the Protein Folding by Artificial Intelligence
Paloma Tejera-Nevado, Emilio Serrano, Ana González-Herrero, Rodrigo Bermejo-Moreno, Alejandro Rodríguez González
- PACBB 2023
- Readers: Everyone
GEnI: A framework for the generation of explanations and insights of knowledge graph embedding predictions
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
- Neurocomputing 2023
- Readers: Everyone
Combining heterogeneous data sources for spatio-temporal mobility demand forecasting
Ignacio-Iker Prado-Rujas, Emilio Serrano, Antonio García Dopico, M. Luisa Córdoba, María S. Pérez
- Inf. Fusion 2023
- Readers: Everyone
Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Andrea Álverez-Pérez, Belén Otero-Carrasco, Emilio Serrano, Alejandro Rodríguez González
- CBMS 2023
- Readers: Everyone
A Flexible and Robust Deep Learning-Based System for Solar Irradiance Forecasting
Ignacio-Iker Prado-Rujas, Antonio García Dopico, Emilio Serrano, María S. Pérez
- IEEE Access 2021
- Readers: Everyone
A Case-Based Reasoning Model Powered by Deep Learning for Radiology Report Recommendation
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique, Javier Bajo
- Int. J. Interact. Multim. Artif. Intell. 2021
- Readers: Everyone
A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies
Elvira Amador-Domínguez, Emilio Serrano, Daniel Manrique
- Expert Syst. Appl. 2021
- Readers: Everyone

View all 61 publications

Co-Authors

View all 63 co-authors