Francisco Martínez del Río

Universidad de Jaén

Publicaciones

An Ensemble for Automatic Time Series Forecasting With K-Nearest Neighbors

AUTHORS: María P. Frías; Francisco Martínez

IEEE Access

2025
journal-article

10.1109/ACCESS.2025.3525561

DESReg: Dynamic Ensemble Selection library for Regression tasks

Neurocomputing

2024
journal-article

10.1016/j.neucom.2024.127487

DGLMExtPois: Advances in Dealing with Over and Under-dispersion in a Double GLM Framework

AUTHORS: Antonio J. Sáez-Castillo; Antonio Conde-Sánchez; Francisco Martínez

The R Journal

2023
journal-article

10.32614/rj-2023-002

Strategies for time series forecasting with generalized regression neural networks

AUTHORS: Martínez, F.; Charte, F.; Frías, M.P.; Martínez-Rodríguez, A.M.

Neurocomputing

2022
journal-article

10.1016/j.neucom.2021.12.028

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

IEEE Access

2022
journal-article

10.1109/ACCESS.2022.3140377

EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search

AUTHORS: Charte, F.; Rivera, A.J.; Martínez, F.; Del Jesus, M.J.

Integrated Computer-Aided Engineering

2020
journal-article

10.3233/ICA-200619

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

Artificial Intelligence Review

2019
journal-article

10.1007/s10462-017-9593-z

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)

2019
book-chapter

10.1007/978-3-030-20521-8_17

Automating Autoencoder Architecture Configuration: An Evolutionary Approach

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

2019
book-chapter

10.1007/978-3-030-19591-5_35

Time series forecasting with KNN in R: The tsfknn Package

AUTHORS: Martínez, F.; Frías, M.P.; Charte, F.; Rivera, A.J.

R Journal

2019
journal-article

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

Expert Systems with Applications

2018
journal-article

10.1016/j.eswa.2018.03.005

Detecting hidden periodicities for models with cyclical errors

AUTHORS: Frías, M.P.; Ivanov, A.V.; Leonenko, N.; Martínez, F.; Ruiz-Medina, M.D.

Statistics and its Interface

2017
journal-article

10.4310/SII.2017.v10.n1.a10

A 3D Web Application for Weather Forecast Based on WebGL

AUTHORS: Graciano, A.; Rueda, A.J.; Feito, F.R.; Martínez, F.

25th Spanish Computer Graphics Conference, CEIG 2015

2015
conference-paper

10.2312/ceig.20151207

A simple algorithm for Boolean operations on polygons

AUTHORS: Martínez, F.; Ogayar, C.; Jiménez, J.R.; Rueda, A.J.

Advances in Engineering Software

2013
journal-article

10.1016/j.advengsoft.2013.04.004

The multi-LREP decomposition of solids and its application to a point-in-polyhedron inclusion test

AUTHORS: Martínez, F.; Rueda, A.J.; Feito, F.R.

Visual Computer

2010
journal-article

10.1007/s00371-009-0413-6

A new algorithm for computing Boolean operations on polygons

AUTHORS: Martínez, F.; Rueda, A.J.; Feito, F.R.

Computers and Geosciences

2009
journal-article

10.1016/j.cageo.2008.08.009

Point in object inclusion tests based on interval trees,Tests de inclusión punto en objeto basados en árboles de intervalos

AUTHORS: Martínez, F.; Rueda, A.J.; Feito, F.R.

19th Spanish Computer Graphics Conference, CEIG 2009

2009
conference-paper

10.2312/LocalChapterEvents/CEIG/CEIG09/057-064

A simple and fast hardware-accelerated point-in-polygon test

AUTHORS: Martinez, F.; Rueda, A.J.; Feito, F.R.

GRAPP 2007 - 2nd International Conference on Computer Graphics Theory and Applications, Proceedings

2007
conference-paper

The multi-L-REP decomposition and its application to a point-in-polygon inclusion test

Computers & Graphics

2006
journal-article

http://dx.doi.org/10.1016/j.cag.2006.08.015

Constructing the layer representation of polygons in parallel

AUTHORS: Martínez, F.; Rueda, A.J.; Feito, F.R.

13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, WSCG'2005 - In Co-operation with EUROGRAPHICS, Full Papers

2005
conference-paper

Layer-based decompositions of polyhedra

AUTHORS: Rueda, A.J.; Martinez, F.; Feito, F.R.

13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005, WSCG'2005 - In Co-operation with EUROGRAPHICS, Full Papers

2005
conference-paper

Contacto

fmartin@ujaen.es