Publicaciones (221) Publicaciones de JUAN ANDRES MONTOYO GUIJARRO

2024

  1. Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML

    Procesamiento del lenguaje natural, Núm. 73, pp. 221-233

  2. Computational and analytical analysis of integral-differential equations for modeling avoidance learning behavior

    Journal of Applied Mathematics and Computing, Vol. 70, Núm. 5, pp. 4423-4439

  3. Computational modeling of animal behavior in T-mazes: Insights from machine learning

    Ecological Informatics, Vol. 81

  4. Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration

    CEUR Workshop Proceedings

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

    Engineering Applications of Artificial Intelligence, Vol. 132

  6. OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain

    Procesamiento del lenguaje natural, Núm. 72, pp. 137-148

  7. Stability and numerical solutions for second-order ordinary differential equations with application in mechanical systems

    Journal of Applied Mathematics and Computing, Vol. 70, Núm. 5, pp. 5103-5128

2023

  1. A Review in Knowledge Extraction from Knowledge Bases

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. T2KG: Transforming Multimodal Document to Knowledge Graph

    International Conference Recent Advances in Natural Language Processing, RANLP

  3. T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques

    CEUR Workshop Proceedings

2022

  1. Applying Smarta to the analysis of tourist networks

    Mathematical Methods in the Applied Sciences, Vol. 45, Núm. 7, pp. 3921-3932

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. Comorbidity of severe psychiatric disorders and substance use disorders in the service of a german psychiatric hospital

    Health and Addictions / Salud y Drogas, Vol. 21, Núm. 1, pp. 15-30

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

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

  4. Knowledge Discovery in COVID-19 Research Literature

    International Conference Recent Advances in Natural Language Processing, RANLP

  5. Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021

    Procesamiento del lenguaje natural, Núm. 67, pp. 233-242

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. Características sociodemográficas de las personas admitidas en un centro hospitalario psiquiátrico alemán: un estudio retrospectivo.

    Revista Española de Enfermería de Salud Mental, Núm. 10

  4. Demo Application for the AutoGOAL Framework

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