Publicaciones (62) Publicaciones de JACINTO MATA VAZQUEZ Ver datos de investigación referenciados.

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2025

  1. From data to detection: Developing a corpus and training language models for the identification of anti-refugee narratives in Spanish

    Array, Vol. 28

  2. Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

    Journal of Medical Internet Research, Vol. 27

2023

  1. Automatic Detection in Twitter of Non-Traumatic Grief Due to Deaths by COVID-19: A Deep Learning Approach

    IEEE Access, Vol. 11, pp. 143402-143416

  2. I2C-Huelva at HOPE2023@IberLEF: Simple Use of Transformers for Automatic Hope Speech Detection

    CEUR Workshop Proceedings

  3. I2C-UHU at CLEF-2023 EXIST task: Leveraging Ensembling Language Models to Detect Multilingual Sexism in Social Media

    CEUR Workshop Proceedings

2022

  1. Age-Stratified Analysis of COVID-19 Outcome Using Machine Learning Predictive Models

    Healthcare (Switzerland), Vol. 10, Núm. 10

  2. I2C at PoliticEs 2022: Using Transformers to Identify Political Ideology in Spanish Tweets

    CEUR Workshop Proceedings

2021

  1. Machine learning applied to clinical laboratory data in Spain for COVID-19 outcome prediction: Model development and validation

    Journal of Medical Internet Research, Vol. 23, Núm. 4

2020

  1. Application of classification trees for improving optical identification of common opaque minerals

    Computers and Geosciences, Vol. 140

2019

  1. Application of a Rule-Based Classifier to Data Regarding Radiation Toxicity in Prostate Cancer Treatment

    Communications in Computer and Information Science

  2. Subgroup anomaly detection using high-confidence rules: Application to healthcare data

    HEALTHINF 2019 - 12th International Conference on Health Informatics, Proceedings; Part of 12th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2019

2018

  1. A rule-based method applied to the imbalanced classification of radiation toxicity

    HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018

  2. Compost y vermicompost como enmiendas en la recuperación de un suelo degradado por el manejo de Gypsophila paniculata

    Scientia Agropecuaria, Vol. 9, Núm. 1, pp. 43-52

2017

  1. Obtaining Significant and Interpretable Rules for Subgroup Discovery Tasks

    IEEE Latin America Transactions, Vol. 15, Núm. 10, pp. 2012-2016

  2. Searching for the most significant rules: an evolutionary approach for subgroup discovery

    Soft Computing, Vol. 21, Núm. 10, pp. 2609-2618

2016

  1. Comparison of Standard Discretization with a New Method for Quantitative Association Rules

    IEEE Latin America Transactions, Vol. 14, Núm. 4, pp. 1879-1885

2015

  1. IPHealth: plataforma inteligente basada en open, linked y big data para la toma de decisiones y aprendizaje en el ámbito de la salud

    Procesamiento del lenguaje natural, Núm. 55, pp. 161-164

2013

  1. Improving image retrieval effectiveness via query expansion using mesh hierarchical structure

    Journal of the American Medical Informatics Association, Vol. 20, Núm. 6, pp. 1014-1020

2012

  1. An evolutionary algorithm to discover quantitative association rules from huge databases without the need for an a priori discretization

    Expert Systems with Applications, Vol. 39, Núm. 1, pp. 585-593

  2. LABERINTO at ImageCLEF 2012 medical image retrieval task

    CEUR Workshop Proceedings