Publications (12)

¹ Publicaciones consideradas como producción del grupo

View referenced research data.

filter_list Statistics and Probability

2024

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

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

  2. 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

2022

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

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

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

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

  2. Exploring Antimicrobial Resistance Prediction Using Post-hoc Interpretable Methods

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

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

2017

  1. Multi-objective evolutionary feature selection for online sales forecasting

    Neurocomputing, Vol. 234, pp. 75-92

2003

  1. Acquisition and representation of causal and temporal knowledge in medical domains

    Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)