Publicaciones (46) Publicaciones de MARÍA DEL PILAR FRÍAS BUSTAMANTE

2023

  1. Point pattern analysis and classification on compact two-point homogeneous spaces evolving time

    Stochastic Environmental Research and Risk Assessment, Vol. 37, Núm. 6, pp. 2145-2158

2022

  1. Spatial Cox processes in an infinite-dimensional framework

    Test, Vol. 31, Núm. 1, pp. 175-203

  2. Strategies for time series forecasting with generalized regression neural networks

    Neurocomputing, Vol. 491, pp. 509-521

  3. Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series

    IEEE Access, Vol. 10, pp. 3275-3283

2021

  1. A spatial functional count model for heterogeneity analysis in time

    Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 9, pp. 1825-1849

  2. COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning

    Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 12, pp. 2659-2678

  3. The benefits of using supplementary self-assessment materials for foreign students

    EduLearn 21 Proceedings: 13th International Conference on Education and New Learning Technologies Online Conference. 5-6 July, 2021.

2020

  1. Talleres motivacionales en la enseñanza de Estadística Básica

    Pi-InnovaMath, Núm. 3

2019

  1. A methodology for applying k-nearest neighbor to time series forecasting

    Artificial Intelligence Review, Vol. 52, Núm. 3, pp. 2019-2037

  2. Automatic Time Series Forecasting with GRNN: A Comparison with Other Models

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

  3. Time series forecasting with KNN in R: The tsfknn Package

    R Journal, Vol. 11, Núm. 2, pp. 229-242

2018

  1. Dealing with seasonality by narrowing the training set in time series forecasting with kNN

    Expert Systems with Applications, Vol. 103, pp. 38-48

  2. Synthesis and Evaluation of Antimicrobial and Antibiofilm Properties of A-Type Procyanidin Analogues against Resistant Bacteria in Food

    Journal of Agricultural and Food Chemistry, Vol. 66, Núm. 9, pp. 2151-2158

2017

  1. Antimicrobial and antibiofilm activities of procyanidins extracted from laurel wood against a selection of foodborne microorganisms

    International Journal of Food Science and Technology, Vol. 52, Núm. 3, pp. 679-686

  2. Asymptotic properties of parameter estimates for random fields with tapered data

    Electronic Journal of Statistics, Vol. 11, Núm. 2, pp. 3332-3367

  3. Detecting hidden periodicities for models with cyclical errors

    Statistics and its Interface, Vol. 10, Núm. 1, pp. 107-118

  4. Log-gaussian cox processes in infinite-dimensional spaces

    Theory of Probability and Mathematical Statistics, Vol. 95, pp. 173-193

2016

  1. Wavelet nonparametric estimation from strong spatial correlated high-dimensional data

    Spatial Statistics, Vol. 18, pp. 363-385

2015

  1. Least-Squares Estimation of Multifractional Random Fields in a Hilbert-Valued Context

    Journal of Optimization Theory and Applications, Vol. 167, Núm. 3, pp. 888-911

  2. Wavelet thresholding estimation approach in space-time disease mapping

    XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015