Publications (60)

¹ Publicaciones consideradas como producción del grupo

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filter_list Artificial Intelligence

2024

  1. Simulating the Cellular Context in Synthetic Datasets for Cryo-Electron Tomography

    IEEE Transactions on Medical Imaging, Vol. 43, Núm. 11, pp. 3742-3754

  2. Surprising and novel multivariate sequential patterns using odds ratio for temporal evolution in healthcare

    BMC Medical Informatics and Decision Making, Vol. 24, Núm. 1

  3. Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks

    Swarm and Evolutionary Computation, Vol. 88

2023

  1. Clinical Data Modeling Combining Agent-Based and Epidemiological Models

    CEUR Workshop Proceedings

  2. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

  3. Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data

    Information Sciences, Vol. 622, pp. 1064-1091

2022

  1. Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks

    IEEE Access, Vol. 10, pp. 60421-60437

  2. Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches

    Engineering Applications of Artificial Intelligence, Vol. 107

  3. Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

    JMIR Medical Informatics, Vol. 10, Núm. 8

2021

  1. A time series forecasting based multi-criteria methodology for air quality prediction

    Applied Soft Computing, Vol. 113

  2. Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression

    IEEE Access, Vol. 9, pp. 135675-135688

2020

  1. A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions

    International Conference on Information and Knowledge Management, Proceedings

  2. Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling

    IEEE Conference on Evolving and Adaptive Intelligent Systems

2019

  1. A machine learning approach for emotion detection through low-cost hardware

    CEUR Workshop Proceedings

  2. A methodology for energy multivariate time series forecasting in smart buildings based on feature selection

    Energy and Buildings, Vol. 196, pp. 71-82

  3. A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening

    Soft Computing, Vol. 23, Núm. 18, pp. 8775-8800

  4. Application of Machine Learning Methods to Ambulatory Circadian Monitoring (ACM) for Discriminating Sleep and Circadian Disorders

    Frontiers in Neuroscience, Vol. 13

  5. Multiobjective Evolutionary Feature Selection for Fuzzy Classification

    IEEE Transactions on Fuzzy Systems, Vol. 27, Núm. 5, pp. 1085-1099

2018

  1. Impact of time series discretization on intensive care burn unit survival classification

    Progress in Artificial Intelligence, Vol. 7, Núm. 1, pp. 41-53

  2. Maintenance of Case Bases: Current Algorithms after Fifty Years

    PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE