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ORCIDSilvia García-Méndez
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2020 – today
- 2024
[j26]Andrea Busto-Castiñeira
, Francisco Javier González-Castaño, Silvia García-Méndez, Francisco de Arriba Pérez:
Predictability and Causality in Spanish and English Natural Language Generation. IEEE Access 12: 132521-132532 (2024)- [j25]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. IEEE Consumer Electron. Mag. 13(6): 37-55 (2024) - [j24]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: 123552 (2024) - [j23]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: 124515 (2024) - [j22]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo:
Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation. Informatica 35(3): 483-507 (2024) - [j21]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): 101966 (2024) - [j20]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): 4615-4637 (2024) - [c5]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: 23-32 - [i26]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 abs/2404.00426 (2024) - [i25]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 abs/2404.00437 (2024) - [i24]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 abs/2404.01327 (2024) - [i23]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 abs/2404.01337 (2024) - [i22]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 abs/2404.01338 (2024) - [i21]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 abs/2404.01439 (2024) - [i20]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 abs/2404.07224 (2024) - [i19]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 abs/2404.08664 (2024) - [i18]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 abs/2404.08665 (2024) - [i17]Francisco de Arriba Pérez, Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan-Carlos Burguillo:
Exposing and Explaining Fake News On-the-Fly. CoRR abs/2405.06668 (2024) - [i16]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 abs/2405.11983 (2024) - [i15]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 abs/2405.14505 (2024) - [i14]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 abs/2405.17280 (2024) - [i13]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 abs/2405.17610 (2024) - [i12]Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial:
Interpretable classification of wiki-review streams. CoRR abs/2405.18335 (2024) - [i11]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 abs/2405.18350 (2024) - [i10]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 abs/2405.18542 (2024) - [i9]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 abs/2405.18845 (2024) - [i8]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 abs/2406.11924 (2024) - [i7]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 abs/2406.12732 (2024) - [i6]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 abs/2406.12762 (2024) - [i5]Silvia García-Méndez, Francisco de Arriba Pérez, María del Carmen Somoza-López:
Informatics & dairy industry coalition: AI trends and present challenges. CoRR abs/2406.12770 (2024) - [i4]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 abs/2406.14478 (2024) - [i3]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 abs/2406.15038 (2024) - [i2]Andrea Busto-Castiñeira, Francisco J. González-Castaño, Silvia García-Méndez, Francisco de Arriba Pérez:
Predictability and Causality in Spanish and English Natural Language Generation. CoRR abs/2408.14283 (2024) - [i1]Francisco de Arriba Pérez, Silvia García-Méndez:
Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time. CoRR abs/2409.03375 (2024) - 2023
- [j19]Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan C. Burguillo-Rial:
Interpretable Classification of Wiki-Review Streams. IEEE Access 11: 141137-141151 (2023) - [j18]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): 19610-19628 (2023) - [j17]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: 119611 (2023) - [j16]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): 16283-16298 (2023) - [j15]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): 101634 (2023) - 2022
- [j14]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: 126326-126338 (2022) - [j13]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: 116648 (2022) - [j12]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(10 Part B): 10180-10192 (2022) - [j11]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: 102616 (2022) - [c4]Fátima Leal, Silvia García-Méndez, Benedita Malheiro, Juan C. Burguillo:
Explanation Plug-In for Stream-Based Collaborative Filtering. WorldCIST (1) 2022: 42-51 - 2021
- [j10]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: 2415-2427 (2021) - [j9]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: 75878-75891 (2021) - [j8]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: 115279 (2021) - [j7]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): 5515 (2021) - [c3]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: 141-146 - 2020
- [j6]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: 61642-61655 (2020) - [j5]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: 215679-215690 (2020)
2010 – 2019
- 2019
- [j4]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: 123320-123333 (2019) - [j3]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: 15-28 (2019) - [j2]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: 372-386 (2019) - 2018
- [j1]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. Expert Syst. Appl. 103: 74-91 (2018) - [c2]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: 19:1-19:4 - 2016
- [c1]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: 53-57
Coauthor Index
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last updated on 2024-11-07 21:34 CET by the dblp team
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