Publicacións (42) Publicacións de SILVIA GARCIA MENDEZ

2024

  1. A Review on the Use of Large Language Models as Virtual Tutors

    Science and Education

  2. 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

  3. Balancing Plug-In for Stream-Based Classification

    Lecture Notes in Networks and Systems

  4. 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

  5. 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

  6. Emotional Evaluation of Open-Ended Responses with Transformer Models

    Lecture Notes in Networks and Systems

  7. Explainable Classification of Wiki Streams

    Lecture Notes in Networks and Systems

  8. 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

  9. Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models

    Applied Intelligence

  10. Exposing and explaining fake news on-the-fly

    Machine Learning, Vol. 113, Núm. 7, pp. 4615-4637

  11. Informatics and Dairy Industry Coalition: Artificial Intelligence Trends and Present Challenges

    IEEE Industrial Electronics Magazine, Vol. 18, Núm. 2, pp. 30-37

  12. Large Language Models and Healthcare Alliance: Potential and Challenges of Two Representative Use Cases

    Annals of Biomedical Engineering

  13. 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

  14. Optimization of the Turning Process by Means of Machine Learning Using Published Data

    Materials Forming, Machining and Tribology, pp. 273-287

  15. Predictability and Causality in Spanish and English Natural Language Generation

    IEEE Access

  16. Unsupervised Explainable Activity Prediction in Competitive Nordic Walking from Experimental Data

    IEEE Consumer Electronics Magazine

2023

  1. 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

  2. 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

  3. 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

  4. Interpretable Classification of Wiki-Review Streams

    IEEE Access, Vol. 11, pp. 141137-141151