Publications in collaboration with researchers from Universidad de La Habana (40)

2025

  1. Bias mitigation for fair automation of classification tasks

    Expert Systems, Vol. 42, Núm. 2

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. Improving AutoML for LLMs via Knowledge-Based Meta-Learning

    CEUR Workshop Proceedings

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

    Engineering Applications of Artificial Intelligence, Vol. 132

  5. Specifying Requirements for Modern Software Development: A Test-Oriented Methodology

    International Journal of Software Engineering and Knowledge Engineering, Vol. 34, Núm. 1, pp. 27-48

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

  2. Automatically Designing Machine Learning Models out of Natural Language

    CEUR Workshop Proceedings

2022

  1. Architectural model of the human neuroregulator system based on multi-agent systems and implementation of system-on-chip using FPGA.

    Microprocessors and Microsystems, Vol. 89

  2. Ensemble approaches for Graph Counterfactual Explanations

    CEUR Workshop Proceedings

  3. 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. Goal-oriented Email Stream Classifier with A Multi-agent System Approach

    International Journal of Advanced Computer Science and Applications, Vol. 12, Núm. 9, pp. 575-580

  6. 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. A method Non-deterministic and computationally viable for detecting outliers in large datasets

    Journal of Information Science and Engineering, Vol. 36, Núm. 3, pp. 671-685

  3. 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