Publications by the researcher in collaboration with FRANCISCO JAVIER GONZALEZ CASTAÑO (20)

2024

  1. 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

  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 assessment of financial experts’ credibility by classifying social media forecasts and checking the predictions with actual market data

    Expert Systems with Applications, Vol. 255

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

    Applied Intelligence

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

    IEEE Access, Vol. 12, pp. 132521-132532

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

    IEEE Consumer Electronics Magazine, Vol. 13, Núm. 6, pp. 37-55

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. 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

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

    Expert Systems with Applications, Vol. 218

  6. “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

2021

  1. Demographic Market Segmentation on Short Banking Movement Descriptions Applying Natural Language Processing

    Proceedings - 2021 International Symposium on Computer Science and Intelligent Controls, ISCSIC 2021

  2. Entertainment Chatbot for the Digital Inclusion of Elderly People without Abstraction Capabilities

    IEEE Access, Vol. 9, pp. 75878-75891

  3. Evaluation of abstraction capabilities and detection of discomfort with a newscaster chatbot for entertaining elderly users

    Sensors, Vol. 21, Núm. 16

2020

  1. Detection of Financial Opportunities in Micro-Blogging Data with a Stacked Classification System

    IEEE Access, Vol. 8, pp. 215679-215690