GTI at TASS 2016: Supervised Approach for Aspect Based Sentiment Analysis in Twitter. - Tamara Álvarez-López; Milagros Fernández Gavilanes; Silvia García-Méndez; Jonathan Juncal-Martínez; Francisco Javier González-Castaño (TASS@SEPLN, 2016)

Automatic Natural Language Generation Applied to Alternative and Augmentative Communication for Online Video Content Services using SimpleNLG for Spanish. - Silvia García-Méndez; Milagros Fernández Gavilanes; Enrique Costa-Montenegro; Jonathan Juncal-Martínez; Francisco Javier González-Castaño (W4A, 2018)

Creating emoji lexica from unsupervised sentiment analysis of their descriptions. - Milagros Fernández Gavilanes; Jonathan Juncal-Martínez; Silvia García-Méndez; Enrique Costa-Montenegro; Francisco Javier González-Castaño (Expert Syst. Appl., 2018)

A System for Automatic English Text Expansion. - Silvia García-Méndez; Milagros Fernández Gavilanes; Enrique Costa-Montenegro; Jonathan Juncal-Martínez; Francisco Javier González-Castaño; Ehud Reiter (IEEE Access, 2019)

A library for automatic natural language generation of spanish texts. - Silvia García-Méndez; Milagros Fernández Gavilanes; Enrique Costa-Montenegro; Jonathan Juncal-Martínez; Francisco Javier González-Castaño (Expert Syst. Appl., 2019)

Differentiating users by language and location estimation in sentiment analisys of informal text during major public events. - Milagros Fernández Gavilanes; Jonathan Juncal-Martínez; Silvia García-Méndez; Enrique Costa-Montenegro; Francisco Javier González-Castaño (Expert Syst. Appl., 2019)

Detection of Financial Opportunities in Micro-Blogging Data With a Stacked Classification System. - Francisco de Arriba-Pérez; Silvia García-Méndez; José Ángel Regueiro-Janeiro; Francisco J. González-Castaño (IEEE Access, 2020)

Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus. - Silvia García-Méndez; Milagros Fernández Gavilanes; Jonathan Juncal-Martínez; Francisco Javier González-Castaño; Óscar Barba Seara (IEEE Access, 2020)

Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing. - Silvia García-Méndez; Francisco de Arriba-Pérez; Óscar Barba Seara; Milagros Fernández Gavilanes; Francisco Javier González-Castaño (ISCSIC, 2021)

Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities. - Silvia García-Méndez; Francisco de Arriba-Pérez; Francisco J. González-Castaño; José Ángel Regueiro-Janeiro; Felipe J. Gil-Castiñeira (IEEE Access, 2021)

Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities. - Francisco Javier González-Castaño; Felipe J. Gil-Castiñeira; David Rodríguez-Pereira; José Ángel Regueiro-Janeiro; Silvia García-Méndez; David Candal-Ventureira (IEEE Access, 2021)

Evaluation of online emoji description resources for sentiment analysis purposes. - Milagros Fernández Gavilanes; Enrique Costa-Montenegro; Silvia García-Méndez; Francisco J. González-Castaño; Jonathan Juncal-Martínez (Expert Syst. Appl., 2021)

Evaluation of Abstraction Capabilities and Detection of Discomfort with a Newscaster Chatbot for Entertaining Elderly Users. - Francisco de Arriba-Pérez; Silvia García-Méndez; Francisco J. González-Castaño; Enrique Costa-Montenegro (Sensors, 2021)

Explanation Plug-In for Stream-Based Collaborative Filtering. - Fátima Leal; Silvia García-Méndez; Benedita Malheiro; Juan C. Burguillo (WorldCIST (1), 2022)

Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing. - Jaime González-González; Silvia García-Méndez; Francisco de Arriba-Pérez; Francisco J. González-Castaño; Óscar Barba Seara (IEEE Access, 2022)

Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning. - Silvia García-Méndez; Francisco de Arriba-Pérez; Ana Barros-Vila; Francisco J. González-Castaño (Expert Syst. Appl., 2022)

Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly. - Silvia García-Méndez; Fátima Leal; Benedita Malheiro; Juan C. Burguillo-Rial; Bruno Veloso; Adriana E. Chis; Horacio González-Vélez (Simul. Model. Pract. Theory, 2022)

Explainable machine learning multi-label classification of Spanish legal judgements. - Francisco de Arriba-Pérez; Silvia García-Méndez; Francisco J. González-Castaño; Jaime González-González (J. King Saud Univ. Comput. Inf. Sci., 2022)

Interpretable Classification of Wiki-Review Streams. - Silvia García-Méndez; Fátima Leal; Benedita Malheiro; Juan C. Burguillo-Rial (IEEE Access, 2023)

Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages. - Silvia García-Méndez; Francisco de Arriba-Pérez; Ana Barros-Vila; Francisco J. González-Castaño (Expert Syst. Appl., 2023)

Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators. - Jaime González-González; Francisco de Arriba-Pérez; Silvia García-Méndez; Andrea Busto-Castiñeira; Francisco J. González-Castaño (J. King Saud Univ. Comput. Inf. Sci., 2023)

Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation. - Silvia García-Méndez; Francisco de Arriba-Pérez; Ana Barros-Vila; Francisco J. González-Castaño; Enrique Costa-Montenegro (Appl. Intell., 2023)

Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities. - Francisco de Arriba-Pérez; Silvia García-Méndez; Francisco J. González-Castaño; Enrique Costa-Montenegro (J. Ambient Intell. Humaniz. Comput., 2023)

Detecting Anxiety and Depression in Dialogues: a Multi-Label and Explainable Approach. - Francisco de Arriba-Pérez; Silvia García-Méndez (HC@AIxIA, 2024)

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 (SNAMS, 2024)

Emotional Evaluation of Open-Ended Responses with Transformer Models. - Alejandro Pajón-Sanmartín; Francisco de Arriba-Pérez; Silvia García-Méndez; Juan C. Burguillo; Fátima Leal; Benedita Malheiro (WorldCIST (1), 2024)

Predictability and Causality in Spanish and English Natural Language Generation. - Andrea Busto-Castiñeira; Francisco Javier González-Castaño; Silvia García-Méndez; Francisco de Arriba-Pérez (IEEE Access, 2024)

Creating emoji lexica from unsupervised sentiment analysis of their descriptions. - Milagros Fernández Gavilanes; Jonathan Juncal-Martínez; Silvia García-Méndez; Enrique Costa-Montenegro; Francisco Javier González-Castaño (CoRR, 2024)

A review on the use of large language models as virtual tutors. - Silvia García-Méndez; Francisco de Arriba-Pérez; Maria del Carmen Lopez-Perez (CoRR, 2024)

Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning. - Francisco de Arriba-Pérez; Silvia García-Méndez; Javier Otero-Mosquera; Francisco J. González-Castaño; Felipe J. Gil-Castiñeira (CoRR, 2024)

Informatics & dairy industry coalition: AI trends and present challenges. - Silvia García-Méndez; Francisco de Arriba-Pérez; María del Carmen Somoza-López (CoRR, 2024)

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; Silvia García-Méndez (CoRR, 2024)

Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time. - Francisco de Arriba-Pérez; Silvia García-Méndez (CoRR, 2024)

Corrigendum to "Detection of temporality at discourse level on financial news by combing Natural Language Processing and Machine Learning" [Expert Syst. Appl. 197 (2022) 116648]. - Silvia García-Méndez; Francisco de Arriba-Pérez; Ana Barros-Vila; Francisco J. González-Castaño (Expert Syst. Appl., 2024)

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-González; Francisco J. González-Castaño (Expert Syst. Appl., 2024)

Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation. - Francisco de Arriba-Pérez; Silvia García-Méndez; Fátima Leal; Benedita Malheiro; Juan C. Burguillo (Informatica, 2024)

Corrigendum to "Explainable machine learning multi-label classification of Spanish legal judgements" [J. King Saud Univ. - Comput. Inf. Sci. 34 (2022) 10180-10192]. - Francisco de Arriba-Pérez; Silvia García-Méndez; Francisco J. González-Castaño; Jaime González-González (J. King Saud Univ. Comput. Inf. Sci., 2024)

Exposing and explaining fake news on-the-fly. - Francisco de Arriba-Pérez; Silvia García-Méndez; Fátima Leal; Benedita Malheiro; Juan-Carlos Burguillo (Mach. Learn., 2024)

Unsupervised Explainable Activity Prediction in Competitive Nordic Walking From Experimental Data. - Silvia García-Méndez; Francisco de Arriba-Pérez; Francisco J. González-Castaño; Javier Vales-Alonso (IEEE Consumer Electron. Mag., 2024)

Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models. - Francisco de Arriba-Pérez; Silvia García-Méndez; Javier Otero-Mosquera; Francisco J. González-Castaño (Appl. Intell., 2024)

Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification. - Mobarak Abumohsen; Enrique Costa-Montenegro; Silvia García-Méndez; Amani Yousef Owda; Majdi Owda (ICIT, 2025)

Exploiting wearables to enhance the accessibility in electronic devices: a machine learning approach. - Francisco de Arriba-Pérez; Silvia García-Méndez; Axel Valladares-Pazó (IWASI, 2025)

Identification and explanation of disinformation in Wiki data streams. - Francisco de Arriba-Pérez; Silvia García-Méndez; Fátima Leal; Benedita Malheiro; Juan C. Burguillo (Integr. Comput. Aided Eng., 2025)

Optimal word order for non-causal text generation with Large Language Models: The Spanish case. - Andrea Busto-Castiñeira; Silvia García-Méndez; Francisco de Arriba-Pérez; Francisco J. González-Castaño (Pattern Recognit. Lett., 2025)

Correction to: Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models. - Francisco de Arriba-Pérez; Silvia García-Méndez; Javier Otero-Mosquera; Francisco J. González-Castaño (Appl. Intell., 2025)

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; Bruno Veloso; Benedita Malheiro; Juan C. Burguillo-Rial (CoRR, 2025)

Detecting and explaining postpartum depression in real-time with generative artificial intelligence. - Silvia García-Méndez; Francisco de Arriba-Pérez (CoRR, 2025)