Publications by the researcher in collaboration with José Luis Castillo Sequera (19)

2025

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

    Journal of Supercomputing, Vol. 81, Núm. 2

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

    Iberian Conference on Information Systems and Technologies, CISTI

2021

  1. 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

  2. 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

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

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

2020

  1. Evaluación formativa usando Plickers con universitarios de ingeniería: una estrategia práctica educativa

    ATICA 2019: Aplicación de Tecnologías de la Información y Comunicaciones Avanzadas: Universidad Nacional de Córdoba (Argentina), del 20 al 22 de noviembre de 2019

  2. Machine learning applied to diagnosis of human diseases: A systematic review

    Applied Sciences (Switzerland), Vol. 10, Núm. 15

  3. Predicting Infectious Diseases by Using Machine Learning Classifiers

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

  4. Telemonitoring System for Infectious Disease Prediction in Elderly People Based on a Novel Microservice Architecture

    IEEE Access, Vol. 8, pp. 118340-118354

  5. mHealth System for the Early Detection of Infectious Diseases Using Biomedical Signals

    Lecture Notes in Networks and Systems (Springer), pp. 203-213

2019

  1. Analysis of Artificial Neural Network Architectures for Modeling Smart Lighting Systems for Energy Savings

    IEEE Access, Vol. 7, pp. 119881-119891

  2. Analysis of artificial neural network architectures to model smart lighting systems for saving energy

    IEEE Access, Vol. 7, pp. 1-10

  3. Development of ehealth applications-based on microservices in a cloud architecture

    RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, Vol. 2019, Núm. E23, pp. 81-93

  4. Localization approach based on ray-tracing simulations and fingerprinting techniques for indoor-outdoor scenarios

    Energies, Vol. 12, Núm. 15

  5. Localization techniques based on ray-tracing for transportation systems: The case of adolfo suarez madrid-barajas airport

    Proceedings - 2019 7th International Engineering, Sciences and Technology Conference, IESTEC 2019

  6. Proposal using the cloud architecture in system for the early detection of infectious diseases in elderly people fed by biosensors records

    Proceedings - 2019 7th International Engineering, Sciences and Technology Conference, IESTEC 2019

2017

  1. An artificial neural network for analyzing overall uniformity in outdoor lighting systems

    Energies, Vol. 10, Núm. 2

  2. Particle swarm optimization for outdoor lighting design

    Energies, Vol. 10, Núm. 1