Publications in collaboration with researchers from Universidad de Deusto (86)

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. Automatic classification of the physical surface in sound uroflowmetry using machine learning methods

    Eurasip Journal on Audio, Speech, and Music Processing, Vol. 2024, Núm. 1

  3. 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. A Protocol for Microclimate-Related Street Assessment and the Potential of Detailed Environmental Data for Better Consideration of Microclimatology in Urban Planning

    Sustainability (Switzerland), Vol. 15, Núm. 10

  2. NLOS Detection Generated by Body Shadowing in a 6.5 GHz UWB Localization System Using Machine Learning

    IEEE Sensors Journal, Vol. 23, Núm. 17, pp. 20400-20411

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

    Genes, Vol. 14, Núm. 1

  4. Remote Pedestrian Localization Systems for Resource-Constrained Environments: A Systematic Review

    IEEE Access, Vol. 11, pp. 36865-36889

  5. UroSound: A Smartwatch-Based Platform to Perform Non-Intrusive Sound-Based Uroflowmetry

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 5, pp. 2166-2177

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

    AI and Society

  4. 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

  5. Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters

    2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings

  6. 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. A Survey of Machine Learning in Pedestrian Localization Systems: Applications, Open Issues and Challenges

    IEEE Access, Vol. 9, pp. 120138-120157

  3. 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)

  4. 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

  5. Melanoma diagnosis using deep learning techniques on dermatoscopic images

    BMC Medical Imaging, Vol. 21, Núm. 1

  6. Performance Evaluation of Different Grade IMUs for Diagnosis Applications in Land Vehicular Multi-Sensor Architectures

    IEEE Sensors Journal, Vol. 21, Núm. 3, pp. 2658-2668