Publicacions en què col·labora amb Begoña García-Zapirain (41)

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

  4. Strategic Bandwidth Allocation for QoS in IoT Gateway: Predicting Future Needs Based on IoT Device Habits

    IEEE Access, Vol. 12, pp. 6590-6603

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

  2. Predicting Genetic Disorder and Types of Disorder Using Chain Classifier Approach

    Genes, Vol. 14, Núm. 1

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

  3. Emotion Processing by Applying a Fuzzy-Based Vader Lexicon and a Parallel Deep Belief Network Over Massive Data

    IEEE Access, Vol. 10, pp. 87870-87899

2021

  1. A MapReduce Opinion Mining for COVID-19-Related Tweets Classification Using Enhanced ID3 Decision Tree Classifier

    IEEE Access, Vol. 9, pp. 58706-58739

  2. 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)

  3. 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

  4. Melanoma diagnosis using deep learning techniques on dermatoscopic images

    BMC Medical Imaging, Vol. 21, Núm. 1

  5. Preface

    Studies in Fuzziness and Soft Computing

  6. Sentence-Level Classification Using Parallel Fuzzy Deep Learning Classifier

    IEEE Access, Vol. 9, pp. 17943-17985

  7. 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

  8. Telemedicine and e-Health research solutions in literature for combatting COVID-19: a systematic review

    Health and Technology, Vol. 11, Núm. 2, pp. 257-266

  9. 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

  10. Transfer learning for alzheimer’s disease through neuroimaging biomarkers: A systematic review

    Sensors, Vol. 21, Núm. 21

2020

  1. Benchmarking Methodology for Selection of Optimal COVID-19 Diagnostic Model Based on Entropy and TOPSIS Methods

    IEEE Access, Vol. 8, pp. 99115-99131