13 citations · 38 across the 6 of their papers we have counts for
6 papers
Predictability and Causality in Spanish and English Natural Language Generation
Andrea Busto-Castiñeira, Francisco J. González-Castaño, Silvia García-Méndez +1
In recent years, the field of Natural Language Generation (NLG) has been boosted by the recent advances in deep learning technologies. Nonetheless, these new data-intensive methods…
Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with Machine Learning
Fátima García-Martínez, Diego Carou, Francisco de Arriba-Pérez +1
Material extrusion is one of the most commonly used approaches within the additive manufacturing processes available. Despite its popularity and related technical advancements, pro…
Informatics & dairy industry coalition: AI trends and present challenges
Silvia García-Méndez, Francisco de Arriba-Pérez, María del Carmen Somoza-López
Artificial Intelligence (AI) can potentially transform the industry, enhancing the production process and minimizing manual, repetitive tasks. Accordingly, the synergy between high…
Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño +1
Artificial Intelligence (AI) has found application in Human Activity Recognition (HAR) in competitive sports. To date, most Machine Learning (ML) approaches for HAR have relied on…
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera +2
New technologies such as Machine Learning (ML) gave great potential for evaluating industry workflows and automatically generating key performance indicators (KPIs). However, despi…
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data
Silvia García-Méndez, Francisco de Arriba-Pérez, Jaime González-Gonzáleza +1
Social media include diverse interaction metrics related to user popularity, the most evident example being the number of user followers. The latter has raised concerns about the c…