Publicaciones (49) Publicaciones de SILVIA GARCIA MENDEZ Ver datos de investigación referenciados.

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2025

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

    Science and Education, Vol. 34, Núm. 2, pp. 877-892

  2. Correction to: Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models (Applied Intelligence, (2024), 54, 24, (12613-12628), 10.1007/s10489-024-05808-0)

    Applied Intelligence

  3. Optimal word order for non-causal text generation with Large Language Models: The Spanish case

    Pattern Recognition Letters, Vol. 190, pp. 89-96

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. Detecting anxiety and depression in dialogues: a multi-label and explainable approach

    CEUR Workshop Proceedings

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

    Lecture Notes in Networks and Systems

  8. Explainable Classification of Wiki Streams

    Lecture Notes in Networks and Systems

  9. 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

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

    Applied Intelligence, Vol. 54, Núm. 24, pp. 12613-12628

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

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

  12. Feasibility of a Robotic Walking Avatar for Social Pilgrimage: The First Saint James Way Experience

    IEEE SYSTEMS MAN AND CYBERNETICS MAGAZINE, Vol. 10, Núm. 4, pp. 25-31

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

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

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

    Annals of Biomedical Engineering

  15. 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

  16. Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation

    Informatica (Netherlands), Vol. 35, Núm. 3, pp. 483-507

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

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