FRANCISCO
DE ARRIBA PEREZ
INVESTIGADORES "POSDOUTORAL XUNTA"
SILVIA
GARCIA MENDEZ
INVESTIGADORES "POSDOUTORAL XUNTA"
Publicacions en què col·labora amb SILVIA GARCIA MENDEZ (30)
2024
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A Review on the Use of Large Language Models as Virtual Tutors
Science and Education
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Automatic Generation of Insights From Workers' Actions in Industrial Workflows With Explainable Machine Learning: A Proposed Architecture With Validation
IEEE Industrial Electronics Magazine, Vol. 18, Núm. 2, pp. 17-29
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Balancing Plug-In for Stream-Based Classification
Lecture Notes in Networks and Systems
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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 Systems With Applications (2022) 197, (S095741742200135X), (10.1016/j.eswa.2022.116648))
Expert Systems with Applications
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Corrigendum to “Explainable machine learning multi-label classification of Spanish legal judgements” [J. King Saud Univ. - Comput. Inf. Sci. 34 (2022) 10180–10192, (S1319157822003664), (10.1016/j.jksuci.2022.10.015)]
Journal of King Saud University - Computer and Information Sciences
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Emotional Evaluation of Open-Ended Responses with Transformer Models
Lecture Notes in Networks and Systems
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Explainable Classification of Wiki Streams
Lecture Notes in Networks and Systems
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Explainable assessment of financial experts’ credibility by classifying social media forecasts and checking the predictions with actual market data
Expert Systems with Applications, Vol. 255
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Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models
Applied Intelligence
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Exposing and explaining fake news on-the-fly
Machine Learning, Vol. 113, Núm. 7, pp. 4615-4637
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Informatics and Dairy Industry Coalition: Artificial Intelligence Trends and Present Challenges
IEEE Industrial Electronics Magazine, Vol. 18, Núm. 2, pp. 30-37
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Large Language Models and Healthcare Alliance: Potential and Challenges of Two Representative Use Cases
Annals of Biomedical Engineering
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Leveraging large language models through natural language processing to provide interpretable machine learning predictions of mental deterioration in real time
Arabian Journal for Science and Engineering
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Optimization of the Turning Process by Means of Machine Learning Using Published Data
Materials Forming, Machining and Tribology, pp. 273-287
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Predictability and Causality in Spanish and English Natural Language Generation
IEEE Access
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Unsupervised Explainable Activity Prediction in Competitive Nordic Walking from Experimental Data
IEEE Consumer Electronics Magazine
2023
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Automatic detection of cognitive impairment in elderly people using an entertainment chatbot with Natural Language Processing capabilities
Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 12, pp. 16283-16298
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Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation
Applied Intelligence, Vol. 53, Núm. 16, pp. 19610-19628
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Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators
Journal of King Saud University - Computer and Information Sciences, Vol. 35, Núm. 7
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TRANSFORMER LANGUAGE MODEL-BASED MOBILE LEARNING SOLUTION FOR HIGHER EDUCATION
Proceedings of the International Conferences on e-Society 2023, ES 2023 and Mobile Learning 2023, ML 2023