Publicacións (33) Publicacións de SILVIA GARCIA MENDEZ

2024

  1. Balancing Plug-In for Stream-Based Classification

    Lecture Notes in Networks and Systems

  2. 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

  3. 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

  4. Explainable Classification of Wiki Streams

    Lecture Notes in Networks and Systems

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

    Annals of Biomedical Engineering

2023

  1. Automatic Generation of Insights From Workers’ Actions in Industrial Workflows With Explainable Machine Learning: A Proposed Architecture With Validation

    IEEE Industrial Electronics Magazine

  2. 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

  3. 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

  4. 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

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

    IEEE Industrial Electronics Magazine

  6. Interpretable Classification of Wiki-Review Streams

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

  7. 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

  8. Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages

    Expert Systems with Applications, Vol. 218

  9. Toward data-driven research: preliminary study to predict surface roughness in material extrusion using previously published data with machine learning

    Rapid Prototyping Journal, Vol. 29, Núm. 8, pp. 1640-1652

  10. “A PIECE OF CAKE” - SUSTAINABLE EDUCATION PRACTICES WITH TRANSFORMER MODELS

    17th International Conference on e-Learning and Digital Learning 2023, ELDL 2023 and 11th International Conference on Sustainability, Technology and Education 2023, STE 2023

2022

  1. Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning

    Expert Systems with Applications, Vol. 197

  2. Explainable Automatic Industrial Carbon Footprint Estimation From Bank Transaction Classification Using Natural Language Processing

    IEEE Access, Vol. 10, pp. 126326-126338

  3. Explainable machine learning multi-label classification of Spanish legal judgements

    Journal of King Saud University - Computer and Information Sciences, Vol. 34, Núm. 10, pp. 10180-10192

  4. Explanation Plug-In for Stream-Based Collaborative Filtering

    Lecture Notes in Networks and Systems

  5. Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly

    Simulation Modelling Practice and Theory, Vol. 120