96 citations · 592 across the 34 of their papers we have counts for
34 papers
Explainable e-sports win prediction through Machine Learning classification in streaming
Silvia García-Méndez, Francisco de Arriba-Pérez
The increasing number of spectators and players in e-sports, along with the development of optimized communication solutions and cloud computing technology, has motivated the const…
Unraveling Emotions with Pre-Trained Models
Alejandro Pajón-Sanmartín, Francisco De Arriba-Pérez, Silvia García-Méndez +3
Transformer models have significantly advanced the field of emotion recognition. However, there are still open challenges when exploring open-ended queries for Large Language Model…
Detecting and explaining postpartum depression in real-time with generative artificial intelligence
Silvia García-Méndez, Francisco de Arriba-Pérez
Among the many challenges mothers undergo after childbirth, postpartum depression (PPD) is a severe condition that significantly impacts their mental and physical well-being. Conse…
Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification
Mobarak Abumohsen, Enrique Costa-Montenegro, Silvia García-Méndez +2
Lung cancer (LC) ranks among the most frequently diagnosed cancers and is one of the most common causes of death for men and women worldwide. Computed Tomography (CT) images are th…
An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal
Silvia García-Méndez, Francisco de Arriba-Pérez, Fátima Leal +3
This work contributes to a real-time data-driven predictive maintenance solution for Intelligent Transportation Systems. The proposed method implements a processing pipeline compri…
Promoting Security and Trust on Social Networks: Explainable Cyberbullying Detection Using Large Language Models in a Stream-Based Machine Learning Framework
Silvia García-Méndez, Francisco De Arriba-Pérez
Social media platforms enable instant and ubiquitous connectivity and are essential to social interaction and communication in our technological society. Apart from its advantages,…