Silvia García-Méndez

79 papers Journal 70Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Real-Time Anxiety and Depression Detection by Combining Large Language Models and Machine Learning With Explainability Capabilities on a User-Centric, Engaging Conversational Assistant.
Expert Syst. J. Knowl. Eng.
Silvia García-Méndez, Francisco de Arriba-Pérez, Julen Beiro-suso, Francisco Javier González-Castaño
2025 — conf
Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification.
ICIT
Mobarak Abumohsen, Enrique Costa-Montenegro, Silvia García-Méndez, Amani Yousef Owda, Majdi Owda
2025 J jnl
Advanced Deep Learning Techniques for Accurate Lung Cancer Detection and Classification.
CoRR
Mobarak Abumohsen, Enrique Costa-Montenegro, Silvia García-Méndez, Amani Yousef Owda, Majdi Owda
2025 J jnl
An Explainable Machine Learning Framework for Railway Predictive Maintenance using Data Streams from the Metro Operator of Portugal.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Fátima Leal, Bruno Veloso, Benedita Malheiro, Juan C. Burguillo-Rial
2025 J jnl
Continuous Monitoring of Mental Health through Streaming Machine Learning with Counterfactual Explanations.
J. Medical Syst.
Francisco de Arriba-Pérez, Silvia García-Méndez
2025 J jnl
Correction to: Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models.
Appl. Intell.
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño
2025 J jnl
Detecting and explaining postpartum depression in real-time with generative artificial intelligence.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez
2025 J jnl
Explainable e-sports win prediction through Machine Learning classification in streaming.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez
2025 J jnl
Explainable e-sports win prediction through Machine Learning classification in streaming.
Entertain. Comput.
Silvia García-Méndez, Francisco de Arriba-Pérez
2025 — conf
Exploiting wearables to enhance the accessibility in electronic devices: a machine learning approach.
IWASI
Francisco de Arriba-Pérez, Silvia García-Méndez, Axel Valladares-Pazó
2025 J jnl
Identification and explanation of disinformation in Wiki data streams.
Integr. Comput. Aided Eng.
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo
2025 J jnl
Identification and explanation of disinformation in wiki data streams.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo
2025 J jnl
Optimal word order for non-causal text generation with Large Language Models: The Spanish case.
Pattern Recognit. Lett.
Andrea Busto-Castiñeira, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño
2025 J jnl
Optimal word order for non-causal text generation with Large Language Models: the Spanish case.
CoRR
Andrea Busto-Castiñeira, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño
2025 J jnl
Promoting Security and Trust on Social Networks: Explainable Cyberbullying Detection Using Large Language Models in a Stream-Based Machine Learning Framework.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez
2025 J jnl
Unraveling Emotions With Pre-Trained Models.
IEEE Access
Alejandro Pajón-Sanmartín, Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
2025 J jnl
Unraveling Emotions with Pre-Trained Models.
CoRR
Alejandro Pajón-Sanmartín, Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
2024 J jnl
A Library for Automatic Natural Language Generation of Spanish Texts.
CoRR
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
2024 J jnl
A System for Automatic English Text Expansion.
CoRR
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
2024 J jnl
A review on the use of large language models as virtual tutors.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Maria del Carmen Lopez-Perez
2024 J jnl
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
2024 J jnl
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro
2024 J jnl
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators.
CoRR
Jaime González-González, Francisco de Arriba-Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño
2024 J jnl
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño, Felipe J. Gil-Castiñeira
2024 J jnl
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].
Expert Syst. Appl.
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
2024 J jnl
Corrigendum to "Explainable machine learning multi-label classification of Spanish legal judgements" [J. King Saud Univ. - Comput. Inf. Sci. 34 (2022) 10180-10192].
J. King Saud Univ. Comput. Inf. Sci.
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
2024 J jnl
Creating emoji lexica from unsupervised sentiment analysis of their descriptions.
CoRR
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
2024 — conf
Detecting Anxiety and Depression in Dialogues: a Multi-Label and Explainable Approach.
HC@AIxIA
Francisco de Arriba-Pérez, Silvia García-Méndez
2024 J jnl
Detecting anxiety and depression in dialogues: a multi-label and explainable approach.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez
2024 J jnl
Detection of Temporality at Discourse Level on Financial News by Combining Natural Language Processing and Machine Learning.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
2024 J jnl
Detection of financial opportunities in micro-blogging data with a stacked classification system.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño
2024 — conf
Emotional Evaluation of Open-Ended Responses with Transformer Models.
WorldCIST (1)
Alejandro Pajón-Sanmartín, Francisco de Arriba-Pérez, Silvia García-Méndez, Juan C. Burguillo, Fátima Leal, Benedita Malheiro
2024 J jnl
Entertainment chatbot for the digital inclusion of elderly people without abstraction capabilities.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira
2024 J jnl
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Jaime González-González, Francisco J. González-Castaño
2024 J jnl
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data.
Expert Syst. Appl.
Silvia García-Méndez, Francisco de Arriba-Pérez, Jaime González-González, Francisco J. González-Castaño
2024 J jnl
Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing.
CoRR
Jaime González-González, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba Seara
2024 J jnl
Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models.
Appl. Intell.
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño
2024 J jnl
Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño
2024 J jnl
Explainable machine learning multi-label classification of Spanish legal judgements.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
2024 J jnl
Exposing and Explaining Fake News On-the-Fly.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo
2024 J jnl
Exposing and explaining fake news on-the-fly.
Mach. Learn.
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo
2024 J jnl
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus.
CoRR
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco J. González-Castaño, Óscar Barba Seara
2024 J jnl
Informatics & dairy industry coalition: AI trends and present challenges.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, María del Carmen Somoza-López
2024 J jnl
Interpretable classification of wiki-review streams.
CoRR
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
2024 J jnl
Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez
2024 J jnl
Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation.
Informatica
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo
2024 J jnl
Online detection and infographic explanation of spam reviews with data drift adaptation.
CoRR
Francisco de Arriba-Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo
2024 J jnl
Predictability and Causality in Spanish and English Natural Language Generation.
IEEE Access
Andrea Busto-Castiñeira, Francisco Javier González-Castaño, Silvia García-Méndez, Francisco de Arriba-Pérez
2024 J jnl
Predictability and Causality in Spanish and English Natural Language Generation.
CoRR
Andrea Busto-Castiñeira, Francisco J. González-Castaño, Silvia García-Méndez, Francisco de Arriba-Pérez
2024 — conf
Promoting Security and Trust on Social Networks: Explainable Cyberbullying Detection Using Large Language Models in a Stream-Based Machine Learning Framework.
SNAMS
Silvia García-Méndez, Francisco de Arriba-Pérez
2024 J jnl
Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities.
CoRR
Francisco Javier González-Castaño, Felipe J. Gil-Castiñeira, David Rodríguez-Pereira, José Ángel Regueiro-Janeiro, Silvia García-Méndez, David Candal-Ventureira
2024 J jnl
Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly.
CoRR
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial, Bruno Veloso, Adriana E. Chis, Horacio González-Vélez
2024 J jnl
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
2024 J jnl
Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with Machine Learning.
CoRR
Fátima García-Martínez, Diego Carou, Francisco de Arriba-Pérez, Silvia García-Méndez
2024 J jnl
Unsupervised Explainable Activity Prediction in Competitive Nordic Walking From Experimental Data.
IEEE Consumer Electron. Mag.
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Javier Vales-Alonso
2024 J jnl
Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data.
CoRR
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Javier Vales-Alonso
2023 J jnl
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities.
J. Ambient Intell. Humaniz. Comput.
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
2023 J jnl
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation.
Appl. Intell.
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro
2023 J jnl
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators.
J. King Saud Univ. Comput. Inf. Sci.
Jaime González-González, Francisco de Arriba-Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño
2023 J jnl
Interpretable Classification of Wiki-Review Streams.
IEEE Access
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
2023 J jnl
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages.
Expert Syst. Appl.
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
2022 J jnl
Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning.
Expert Syst. Appl.
Silvia García-Méndez, Francisco de Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
2022 J jnl
Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing.
IEEE Access
Jaime González-González, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba Seara
2022 J jnl
Explainable machine learning multi-label classification of Spanish legal judgements.
J. King Saud Univ. Comput. Inf. Sci.
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
2022 — conf
Explanation Plug-In for Stream-Based Collaborative Filtering.
WorldCIST (1)
Fátima Leal, Silvia García-Méndez, Benedita Malheiro, Juan C. Burguillo
2022 J jnl
Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly.
Simul. Model. Pract. Theory
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial, Bruno Veloso, Adriana E. Chis, Horacio González-Vélez
2021 — conf
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing.
ISCSIC
Silvia García-Méndez, Francisco de Arriba-Pérez, Óscar Barba Seara, Milagros Fernández Gavilanes, Francisco Javier González-Castaño
2021 J jnl
Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities.
IEEE Access
Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira
2021 J jnl
Evaluation of Abstraction Capabilities and Detection of Discomfort with a Newscaster Chatbot for Entertaining Elderly Users.
Sensors
Francisco de Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
2021 J jnl
Evaluation of online emoji description resources for sentiment analysis purposes.
Expert Syst. Appl.
Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Silvia García-Méndez, Francisco J. González-Castaño, Jonathan Juncal-Martínez
2021 J jnl
Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities.
IEEE Access
Francisco Javier González-Castaño, Felipe J. Gil-Castiñeira, David Rodríguez-Pereira, José Ángel Regueiro-Janeiro, Silvia García-Méndez, David Candal-Ventureira
2020 J jnl
Detection of Financial Opportunities in Micro-Blogging Data With a Stacked Classification System.
IEEE Access
Francisco de Arriba-Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño
2020 J jnl
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus.
IEEE Access
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Óscar Barba Seara
2019 J jnl
A System for Automatic English Text Expansion.
IEEE Access
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
2019 J jnl
A library for automatic natural language generation of spanish texts.
Expert Syst. Appl.
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
2019 J jnl
Differentiating users by language and location estimation in sentiment analisys of informal text during major public events.
Expert Syst. Appl.
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
2018 — conf
Automatic Natural Language Generation Applied to Alternative and Augmentative Communication for Online Video Content Services using SimpleNLG for Spanish.
W4A
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
2018 J jnl
Creating
Expert Syst. Appl.
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
2016 — conf
GTI at TASS 2016: Supervised Approach for Aspect Based Sentiment Analysis in Twitter.
TASS@SEPLN
Tamara Álvarez-López, Milagros Fernández Gavilanes, Silvia García-Méndez, Jonathan Juncal-Martínez, Francisco Javier González-Castaño