Publications (57) José Manuel Gómez Pulido publications

2024

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

    Biomimetics, Vol. 9, Núm. 2

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

    Internet of Things (Netherlands), Vol. 25

  3. 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

  2. Building an OWL Ontology Step By Step for Lean-Based Software Development

    Communications in Computer and Information Science

  3. Developing a long short‐term memory‐based model for forecasting the daily energy consumption of heating, ventilation, and air conditioning systems in buildings

    Applied Sciences (Switzerland), Vol. 11, Núm. 15

  4. Evaluating service-oriented and microservice architecture patterns to deploy ehealth applications in cloud computing environment

    Applied Sciences (Switzerland), Vol. 11, Núm. 10

  5. Genetic and swarm algorithms for optimizing the control of building hvac systems using real data: A comparative study

    Mathematics, Vol. 9, Núm. 18

  6. Medical prognosis of infectious diseases in nursing homes by applying machine learning on clinical data collected in cloud microservices

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 24

  7. Predicting the appearance of hypotension during hemodialysis sessions using machine learning classifiers

    International Journal of Environmental Research and Public Health, Vol. 18, Núm. 5, pp. 1-17

  8. Towards a Service-Oriented Architecture for the Energy Efficiency of Buildings: A Systematic Review

    IEEE Access, Vol. 9, pp. 26119-26137

2020

  1. Advanced fuzzy-logic-based context-driven control for HVAC management systems in buildings

    IEEE Access, Vol. 8, pp. 16111-16126

  2. An autonomic cycle of data analysis tasks for the supervision of HVAC systems of smart building

    Energies, Vol. 13, Núm. 12

  3. Análisis y control mediante GPU de los sensores de temperatura de un edificio

    ATICA2020: Aplicación de Tecnologías de la Información y Comunicaciones Avanzadas y Accesibilidad (Universidad de Alcalá), pp. 331-338

  4. Infection prediction using physiological and social data in social environments

    Information Processing and Management, Vol. 57, Núm. 3