Silvia García-Méndez

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 52

Top Topics

Natural Language

Text Classification

Sentiment Analysis

Latent Dirichlet Allocation

Top Venues

Expert Syst. Appl.

J. King Saud Univ. Comput. Inf. Sci.

Publications

Silvia García-Méndez, Francisco de Arriba Pérez, Jaime González-González, Francisco J. González-Castaño
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data. Expert Syst. Appl. 255 (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño
Detection of Temporality at Discourse Level on Financial News by Combining Natural Language Processing and Machine Learning. CoRR (2024)
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Creating emoji lexica from unsupervised sentiment analysis of their descriptions. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
Explainable machine learning multi-label classification of Spanish legal judgements. CoRR (2024)
Jaime González-González, Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Óscar Barba Seara
Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Maria del Carmen Lopez-Perez
A review on the use of large language models as virtual tutors. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, María del Carmen Somoza-López
Informatics & dairy industry coalition: AI trends and present challenges. CoRR (2024)
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
Interpretable classification of wiki-review streams. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo
Exposing and explaining fake news on-the-fly. Mach. Learn. 113 (7) (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Jaime González-González, Francisco J. González-Castaño
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo
Exposing and Explaining Fake News On-the-Fly. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
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. 36 (2) (2024)
Jaime González-González, Francisco de Arriba Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators. CoRR (2024)
Francisco Javier González-Castaño, Felipe J. Gil-Castiñeira, David Rodríguez-Pereira, José Ángel Regueiro-Janeiro, Silvia García-Méndez, David Candal-Ventureira
Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities. CoRR (2024)
Fátima García-Martínez, Diego Carou, Francisco de Arriba Pérez, Silvia García-Méndez
Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with Machine Learning. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño
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. 245 (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
A Library for Automatic Natural Language Generation of Spanish Texts. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira
Entertainment chatbot for the digital inclusion of elderly people without abstraction capabilities. CoRR (2024)
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial, Bruno Veloso, Adriana E. Chis, Horacio González-Vélez
Simulation, Modelling and Classification of Wiki Contributors: Spotting The Good, The Bad, and The Ugly. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Javier Otero-Mosquera, Francisco J. González-Castaño, Felipe J. Gil-Castiñeira
Automatic generation of insights from workers' actions in industrial workflows with explainable Machine Learning. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages. CoRR (2024)
Silvia García-Méndez, Francisco de Arriba Pérez, Francisco J. González-Castaño, Javier Vales-Alonso
Unsupervised explainable activity prediction in competitive Nordic Walking from experimental data. CoRR (2024)
Alejandro Pajón-Sanmartín, Francisco de Arriba Pérez, Silvia García-Méndez, Juan C. Burguillo, Fátima Leal, Benedita Malheiro
Emotional Evaluation of Open-Ended Responses with Transformer Models. WorldCIST (1) (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, J. C. Burguillo
Online detection and infographic explanation of spam reviews with data drift adaptation. CoRR (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco J. González-Castaño, Óscar Barba Seara
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño
Detection of financial opportunities in micro-blogging data with a stacked classification system. CoRR (2024)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
A System for Automatic English Text Expansion. CoRR (2024)
Francisco de Arriba Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño
Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages. Expert Syst. Appl. 218 (2023)
Jaime González-González, Francisco de Arriba Pérez, Silvia García-Méndez, Andrea Busto-Castiñeira, Francisco J. González-Castaño
Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators. J. King Saud Univ. Comput. Inf. Sci. 35 (7) (2023)
Silvia García-Méndez, Francisco de Arriba Pérez, Ana Barros-Vila, Francisco J. González-Castaño, Enrique Costa-Montenegro
Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation. Appl. Intell. 53 (16) (2023)
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial
Interpretable Classification of Wiki-Review Streams. IEEE Access 11 (2023)
Fátima Leal, Silvia García-Méndez, Benedita Malheiro, Juan C. Burguillo
Explanation Plug-In for Stream-Based Collaborative Filtering. WorldCIST (1) (2022)
Francisco De Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Jaime González-González
Explainable machine learning multi-label classification of Spanish legal judgements. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Jaime González-González, Silvia García-Méndez, Francisco De Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba Seara
Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing. IEEE Access 10 (2022)
Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial, Bruno Veloso, Adriana E. Chis, Horacio González-Vélez
Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly. Simul. Model. Pract. Theory 120 (2022)
Silvia García-Méndez, Francisco De Arriba-Pérez, Ana Barros-Vila, Francisco J. González-Castaño
Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning. Expert Syst. Appl. 197 (2022)
Francisco De Arriba-Pérez, Silvia García-Méndez, Francisco J. González-Castaño, Enrique Costa-Montenegro
Evaluation of Abstraction Capabilities and Detection of Discomfort with a Newscaster Chatbot for Entertaining Elderly Users. Sensors 21 (16) (2021)
Silvia García-Méndez, Francisco De Arriba-Pérez, Óscar Barba Seara, Milagros Fernández Gavilanes, Francisco Javier González-Castaño
Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing. ISCSIC (2021)
Francisco Javier González-Castaño, Felipe J. Gil-Castiñeira, David Rodríguez-Pereira, José Ángel Regueiro-Janeiro, Silvia García-Méndez, David Candal-Ventureira
Self-Corrective Sensor Fusion for Drone Positioning in Indoor Facilities. IEEE Access 9 (2021)
Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Silvia García-Méndez, Francisco J. González-Castaño, Jonathan Juncal-Martínez
Evaluation of online emoji description resources for sentiment analysis purposes. Expert Syst. Appl. 184 (2021)
Silvia García-Méndez, Francisco De Arriba-Pérez, Francisco J. González-Castaño, José Ángel Regueiro-Janeiro, Felipe J. Gil-Castiñeira
Entertainment Chatbot for the Digital Inclusion of Elderly People Without Abstraction Capabilities. IEEE Access 9 (2021)
Francisco De Arriba-Pérez, Silvia García-Méndez, José Ángel Regueiro-Janeiro, Francisco J. González-Castaño
Detection of Financial Opportunities in Micro-Blogging Data With a Stacked Classification System. IEEE Access 8 (2020)
Silvia García-Méndez, Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Óscar Barba Seara
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus. IEEE Access 8 (2020)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño, Ehud Reiter
A System for Automatic English Text Expansion. IEEE Access 7 (2019)
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
Differentiating users by language and location estimation in sentiment analisys of informal text during major public events. Expert Syst. Appl. 117 (2019)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
A library for automatic natural language generation of spanish texts. Expert Syst. Appl. 120 (2019)
Silvia García-Méndez, Milagros Fernández Gavilanes, Enrique Costa-Montenegro, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
Automatic Natural Language Generation Applied to Alternative and Augmentative Communication for Online Video Content Services using SimpleNLG for Spanish. W4A (2018)
Milagros Fernández Gavilanes, Jonathan Juncal-Martínez, Silvia García-Méndez, Enrique Costa-Montenegro, Francisco Javier González-Castaño
lexica from unsupervised sentiment analysis of their descriptions. Expert Syst. Appl. 103 (2018)
Tamara Álvarez-López, Milagros Fernández Gavilanes, Silvia García-Méndez, Jonathan Juncal-Martínez, Francisco Javier González-Castaño
GTI at TASS 2016: Supervised Approach for Aspect Based Sentiment Analysis in Twitter. TASS@SEPLN (2016)