Publications by the researcher in collaboration with Begoña García-Zapirain (36)

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

    AI and Society

  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

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

    AI and Society

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. 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. Preface

    Studies in Fuzziness and Soft Computing

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

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

  6. 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

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

  2. Energy-Aware and Reliability-Based Localization-Free Cooperative Acoustic Wireless Sensor Networks

    IEEE Access, Vol. 8, pp. 121366-121384

  3. Internet of things and enhanced living environments: Measuring and mapping air quality using cyber-physical systems and mobile computing technologies

    Sensors (Switzerland), Vol. 20, Núm. 3

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

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

  5. Mobile health apps for medical emergencies: Systematic review

    JMIR mHealth and uHealth, Vol. 8, Núm. 12

  6. Towards Mobile Edge Computing: Taxonomy, Challenges, Applications and Future Realms

    IEEE Access, Vol. 8, pp. 189129-189162