MARÍA DEL PILAR
FRÍAS BUSTAMANTE
TITULAR DE UNIVERSIDAD
Publications (47) Publications de MARÍA DEL PILAR FRÍAS BUSTAMANTE
2024
2023
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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
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Spatial Cox processes in an infinite-dimensional framework
Test, Vol. 31, Núm. 1, pp. 175-203
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Strategies for time series forecasting with generalized regression neural networks
Neurocomputing, Vol. 491, pp. 509-521
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Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series
IEEE Access, Vol. 10, pp. 3275-3283
2021
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A spatial functional count model for heterogeneity analysis in time
Stochastic Environmental Research and Risk Assessment, Vol. 35, Núm. 9, pp. 1825-1849
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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
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The benefits of using supplementary self-assessment materials for foreign students
EDULEARN21 Proceedings: 13th International Conference on Education and New Learning Technologies (July 5th-6th, 2021, Online)
2020
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Talleres motivacionales en la enseñanza de Estadística Básica
Pi-InnovaMath, Núm. 3
2019
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A methodology for applying k-nearest neighbor to time series forecasting
Artificial Intelligence Review, Vol. 52, Núm. 3, pp. 2019-2037
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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)
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Time series forecasting with KNN in R: The tsfknn Package
R Journal, Vol. 11, Núm. 2, pp. 229-242
2018
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Dealing with seasonality by narrowing the training set in time series forecasting with kNN
Expert Systems with Applications, Vol. 103, pp. 38-48
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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
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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
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Asymptotic properties of parameter estimates for random fields with tapered data
Electronic Journal of Statistics, Vol. 11, Núm. 2, pp. 3332-3367
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Detecting hidden periodicities for models with cyclical errors
Statistics and its Interface, Vol. 10, Núm. 1, pp. 107-118
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Log-gaussian cox processes in infinite-dimensional spaces
Theory of Probability and Mathematical Statistics, Vol. 95, pp. 173-193
2016
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Wavelet nonparametric estimation from strong spatial correlated high-dimensional data
Spatial Statistics, Vol. 18, pp. 363-385
2015
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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