Publications by the researcher in collaboration with Mario Fernando Jojoa Acosta (12)

2024

  1. Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior

    International Journal of Mental Health and Addiction, Vol. 22, Núm. 1, pp. 216-237

  2. Are AI systems biased against the poor? A machine learning analysis using Word2Vec and GloVe embeddings

    AI and Society, Vol. 39, Núm. 2, pp. 617-632

  3. Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization

    AI and Society, Vol. 39, Núm. 3, pp. 883-890

2023

  1. Erratum: Novel complex-valued deep learning applied to automatic classification of heart sounds (European Heart Journal (2022) 43: 2 (ehac544.2856) DOI: 10.1093/eurheartj/ehac544.2856)

    European Heart Journal

2022

  1. A Fair Performance Comparison between Complex-Valued and Real-Valued Neural Networks for Disease Detection

    Diagnostics, Vol. 12, Núm. 8

  2. Analysis of the Effects of Lockdown on Staff and Students at Universities in Spain and Colombia Using Natural Language Processing Techniques

    International Journal of Environmental Research and Public Health, Vol. 19, Núm. 9

2021

  1. Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals

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

  2. Executive functioning in adults with down syndrome: Machine-learning-based prediction of inhibitory capacity

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 20

  3. Melanoma diagnosis using deep learning techniques on dermatoscopic images

    BMC Medical Imaging, Vol. 21, Núm. 1

  4. Sentiment analysis techniques applied to raw-text data from a csq-8 questionnaire about mindfulness in times of covid-19 to improve strategy generation

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 12

  5. The impact of covid 19 on university staff and students from iberoamerica: Online learning and teaching experience

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 11

2020

  1. Machine Learning Algorithms for Forecasting COVID 19 Confirmed Cases in America

    2020 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2020