Publications in collaboration with researchers from Universidad de La Habana (15)

2024

  1. 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

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

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

  3. Knowledge Discovery in COVID-19 Research Literature

    International Conference Recent Advances in Natural Language Processing, RANLP

2020

  1. 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

  2. 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

  3. Demo Application for the AutoGOAL Framework

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

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

    CEUR Workshop Proceedings

2019

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

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. Demo application for LETO: Learning engine through ontologies

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Overview of the eHealth knowledge discovery challenge at IberLEF 2019

    CEUR Workshop Proceedings

2018

  1. Gathering object interactions as semantic knowledge

    2018 World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2018 - Proceedings of the 2018 International Conference on Artificial Intelligence, ICAI 2018

  2. Overview of TASS 2018: Opinions, health and emotions

    CEUR Workshop Proceedings