Publicaciones en colaboración con investigadores/as de Universidad de La Habana (25)

2024

  1. A multifaceted approach to detect gender biases in Natural Language Generation

    Knowledge-Based Systems, Vol. 303

  2. Automatic annotation of protected attributes to support fairness optimization

    Information Sciences, Vol. 663

  3. Bias mitigation for fair automation of classification tasks

    Expert Systems

  4. KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data

    Engineering Applications of Artificial Intelligence, Vol. 132

2023

  1. Applying Human-in-the-Loop to construct a dataset for determining content reliability to combat fake news

    Engineering Applications of Artificial Intelligence, Vol. 126

2022

  1. Intelligent ensembling of auto-ML system outputs for solving classification problems

    Information Sciences, Vol. 609, pp. 766-780

2021

  1. Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs

    Journal of Biomedical Informatics, Vol. 116

  3. Exploiting discourse structure of traditional digital media to enhance automatic fake news detection

    Expert Systems with Applications, Vol. 169

  4. General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution

    Information Sciences, Vol. 543, pp. 58-71

  5. Knowledge Discovery in COVID-19 Research Literature

    International Conference Recent Advances in Natural Language Processing, RANLP

2020

  1. A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish

    Journal of Biomedical Informatics, Vol. 109

  2. AutoML strategy based on grammatical evolution: A case study about knowledge discovery from text

    ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

  3. Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing

    COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference

  4. Demo Application for the AutoGOAL Framework

    COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of System Demonstrations

  5. Overview of the ehealth knowledge discovery challenge at iberlef 2020

    CEUR Workshop Proceedings

  6. UH-matcom at ehealth-kd challenge 2020: Deep-learning and ensemble models for knowledge discovery in Spanish documents

    CEUR Workshop Proceedings

2019

  1. A corpus to support eHealth Knowledge Discovery technologies

    Journal of Biomedical Informatics, Vol. 94

  2. A neural network component for knowledge-based semantic representations of text

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. AutoML strategy based on grammatical evolution: A case study about knowledge discovery from text

    57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019)