ESTADÍSTICA E INVESTIGACIÓN OPERATIVA
Departamento
FRANCISCO
MARTÍNEZ DEL RIO
TITULAR DE UNIVERSIDAD
Publicaciones en las que colabora con FRANCISCO MARTÍNEZ DEL RIO (7)
2022
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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
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
2017
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Detecting hidden periodicities for models with cyclical errors
Statistics and its Interface, Vol. 10, Núm. 1, pp. 107-118