Publications (83) José Manuel Gómez Pulido publications

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2025

  1. A Systematic Review About the Use of Machine Learning Related to Earthquake Studies

    Advances in Civil Engineering, Vol. 2025, Núm. 1

  2. Application of Metaheuristics for Optimizing Predictive Models in iHealth: A Case Study on Hypotension Prediction in Dialysis Patients

    Biomimetics, Vol. 10, Núm. 5

  3. Effects of immersive virtual reality-based exercise on quality of life, stress, anxiety, depression, and handgrip strength in fibromyalgia: A pilot study

    Virtual Reality and Intelligent Hardware, Vol. 7, Núm. 3, pp. 267-278

  4. Efficient Machine Learning Models for Solar Radiation Prediction Using Ensemble Techniques: A Case Study in Low-Rainfall Arid Climates

    IEEE Access, Vol. 13, pp. 112932-112947

  5. How Is the Objective Function of the Feature Selection Problem Formulated?

    Communications in Computer and Information Science

  6. Microservices Architecture to Improve the Performance of Machine Learning Applications in eHealth

    Communications in Computer and Information Science

  7. New Binary Reptile Search Algorithms for Binary Optimization Problems

    Biomimetics, Vol. 10, Núm. 10

  8. Rock block fall prediction prototype by structural control applied to slopes using Quantum Machine Learning (QML)

    Journal of Supercomputing, Vol. 81, Núm. 2

2024

  1. Analysis of Imputation Techniques and Classification Types in the Improvement of Early Diagnosis of Infectious Diseases in Elderly People

    Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024

  2. Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving

    Biomimetics, Vol. 9, Núm. 2

  3. Industrial Internet of Things embedded devices fault detection and classification. A case study

    Internet of Things (Netherlands), Vol. 25

  4. Optimizing Feature Selection with Metaheuristics: Trends, Techniques, and Future Directions

    Frontiers in Artificial Intelligence and Applications

  5. Optimizing the Feature Selection Problem with Pendulum Search Algorithm: Binarization Strategies and Their Impacts

    Lecture Notes in Networks and Systems

  6. Predictive health monitoring: Leveraging artificial intelligence for early detection of infectious diseases in nursing home residents through discontinuous vital signs analysis

    Computers in Biology and Medicine, Vol. 174

2023

  1. Identification of trends to anticipate emergency services. : Method for hospitals popular emergency trends search

    Iberian Conference on Information Systems and Technologies, CISTI

  2. Improved Long-Term Forecasting of Emergency Department Arrivals with LSTM-Based Networks

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

  3. Prediction of hourly solar radiation using an Artificial Neural Network model in a district of Peru

    Iberian Conference on Information Systems and Technologies, CISTI

2022

  1. Machine-Learning Model to Predict the Intradialytic Hypotension Based on Clinical-Analytical Data

    IEEE Access, Vol. 10, pp. 72065-72079

  2. Microservices Architecture for Efficient eHealth Service Generation in the Cloud

    Smart Innovation, Systems and Technologies

2021

  1. Autonomic Management of a Building's Multi-HVAC System Start-Up

    IEEE Access, Vol. 9, pp. 70502-70515