Publications (25) Alberto Garcés Jiménez publications

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2025

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

    Biomimetics, Vol. 10, Núm. 5

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

    Communications in Computer and Information Science

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

    Internet of Things (Netherlands), Vol. 25

  3. KNXsim: Simulator Tool for KNX Home Automation Training by Means of Group Addresses

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

  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. Análisis estructural de la intención emprendedora de los estudiantes universitarios

    Persona, empresa, sociedad y emprendimiento en el contexto de los ODS (Dykinson), pp. 340-345

  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)

2021

  1. A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings

    Renewable and Sustainable Energy Reviews, Vol. 151

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

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

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

    Mathematics, Vol. 9, Núm. 18

  4. 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

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. 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. 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