AZNARTE MELLADO, JOSE LUIS
Publications
- Articles 37
- Books 2
- Book chapters 1
- Conferences 8
- Working papers 0
- Technical reports 0
- Research projects 0
- Supervised theses 4
- Patent or software license 0
Comparing ARIMA and computational intelligence methods to forecast daily hospital admissions due to circulatory and respiratory causes in Madrid
- Navares, R.
- Díaz, J.
- Linares, C.
- Aznarte, J.L.
Stochastic Environmental Research and Risk Assessment (p. 2849-2859) - 2018
Editor: Springer New York LLC
10.1007/s00477-018-1519-z View at source
- ISSN/ISBN 1436-3259
Improving classification of pollen grain images of the POLEN23E dataset through three different applications of deep learning convolutional neural networks
- Sevillano, V.
- Aznarte, J.L.
PLoS ONE - 2018
Editor: Public Library of Science
10.1371/journal.pone.0201807 View at source
- ISSN/ISBN 1932-6203
Predicting the Poaceae pollen season: six month-ahead forecasting and identification of relevant features
- Navares, R.
- Aznarte, J.L.
International Journal of Biometeorology (p. 647-656) - 2017
Editor: Springer New York LLC
10.1007/s00484-016-1242-8 View at source
- ISSN/ISBN 0020-7128
What are the most important variables for Poaceae airborne pollen forecasting?
- Navares, R.
- Aznarte, J.L.
Science of the Total Environment (p. 1161-1169) - 2017
Editor: Elsevier B.V.
10.1016/j.scitotenv.2016.11.096 View at source
- ISSN/ISBN 1879-1026
Dynamic Line Rating Using Numerical Weather Predictions and Machine Learning: A Case Study
- Aznarte, J.L.
- Siebert, N.
IEEE Transactions on Power Delivery (p. 335-343) - 2017
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/tpwrd.2016.2543818 View at source
- ISSN/ISBN 0885-8977
Probabilistic forecasting for extreme NO2 pollution episodes
- Aznarte, J.L.
Environmental Pollution (p. 321-328) - 2017
Editor: Elsevier Ltd
10.1016/j.envpol.2017.05.079 View at source
- ISSN/ISBN 1873-6424
The Links between Statistical and Fuzzy Models for Time Series Analysis and Forecasting
- Aznarte, J.L.
- Benítez, J.M.
Intelligent Systems Reference Library (p. 1-30) - 2013
10.1007/978-3-642-33439-9_1 View at source
- ISSN/ISBN 9783642334382
Time series modeling and forecasting using memetic algorithms for regime-switching models
- Bergmeir, C.
- Triguero, I.
- Molina, D.
- Aznarte, J.L.
- Benitez, J.M.
IEEE Transactions on Neural Networks and Learning Systems (p. 1841-1847) - 2012
10.1109/tnnls.2012.2216898 View at source
- ISSN/ISBN 2162-237X
Financial time series forecasting with a bio-inspired fuzzy model
- Aznarte, J.L.
- Alcalá-Fdez, J.
- Arauzo-Azofra, A.
- Benítez, J.M.
Expert Systems with Applications (p. 12302-12309) - 2012
10.1016/j.eswa.2012.02.135 View at source
- ISSN/ISBN 0957-4174
Empirical study of feature selection methods based on individual feature evaluation for classification problems
- Arauzo-Azofra, A.
- Aznarte, J.L.
- Benítez, J.M.
Expert Systems with Applications (p. 8170-8177) - 2011
10.1016/j.eswa.2010.12.160 View at source
- ISSN/ISBN 0957-4174
Modelling time series through fuzzy rule-based models: a statiscal approach
- Jose Luis Aznarte Mellado
2008
Editor: Granada : Editorial de la Universidad de Granada, 2008
- ISSN/ISBN 978-84-691-7892-8
Avoiding e-protoring, ensuring trust: UNED’s AvEx
- Jose Luis Aznarte Mellado
- Ángeles Sánchez-Elvira Paniagua
- Miguel Santamaría Lancho
- Llanos Tobarra
- Jesús G. Boticario
Designing online assessment. Solutions that are rigorous, trusted, flexible and scalable (p. 75-77) - 2022
Editor: European Association of Distance Teaching Universities (EADTU)
Forecasting the Start and End of Pollen Season in Madrid
- Navares, Ricardo
- Luis Aznarte, Jose
ADVANCES IN TIME SERIES ANALYSIS AND FORECASTING (p. 387-399) - 2017
Editor: SPRINGER INTERNATIONAL PUBLISHING AG
10.1007/978-3-319-55789-2_27 View at source
- ISSN/ISBN 978-3-319-55789-2
A test for the homoscedasticity of the residuals in fuzzy rule-based forecasters
- Aznarte, J.L.
- Molina, D.
- Sánchez, A.M.
- Benítez, J.M.
Applied Intelligence (p. 386-393) - 2011
10.1007/s10489-011-0288-x View at source
- ISSN/ISBN 0924-669X
Testing for heteroskedasticity of the residuals in fuzzy rule-based models
- Aznarte M., J.L.
- Benítez, J.M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 239-246) - 2010
10.1007/978-3-642-13025-0_26 View at source
- ISSN/ISBN 9783642130243
Testing for remaining autocorrelation of the residuals in the framework of fuzzy rule-based time series modelling
- Aznarte, J.L.
- Medeiros, M.C.
- Benítez, J.M.
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems (p. 371-387) - 2010
10.1142/s021848851000660x View at source
- ISSN/ISBN 0218-4885
Testing for serial independence of the residuals in the framework of fuzzy rule-based time series modeling
- Aznarte M, J.L.
- Arauzo, A.
- Sánchez, J.M.B.
ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications (p. 1383-1387) - 2009
10.1109/isda.2009.249 View at source
- ISSN/ISBN 9780769538723
Empirical study of individual feature evaluators and cutting criteria for feature selection in classification
- Arauzo-Azofra, A.
- Aznarte, J.L.M.
- Benítez, J.M.
ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications (p. 541-546) - 2009
10.1109/isda.2009.175 View at source
- ISSN/ISBN 9780769538723
satDNA analyzer 1.2 as a valuable computing tool for evolutionary analysis of satellite-DNA families: Revisiting Y-linked satellite-DNA sequences of Rumex (Polygonaceae)
- Navajas-Pérez, R.
- Rejón, M.R.
- Garrido-Ramos, M.
- Aznarte, J.L.
- Rubio-Escudero, C.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 131-139) - 2007
Editor: Springer Verlag
10.1007/978-3-540-71233-6_11 View at source
- ISSN/ISBN 1611-3349
Neuro-fuzzy prediction of airborne pollen concentrations
- Aznarte M., J.L.
- Lugilde, D.N.
- Benítez, J.M.
- De Linares Fernández, C.
Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference (p. 1325-1330) - 2005
- ISSN/ISBN 9788476538722
This researcher has no working papers.
This researcher has no technical reports.
This researcher has no research projects.
Reconocimiento y clasificación automatizada de especies de polen alergénicas
- Ramón Gallardo Caballero
- Carlos Javier García Orellana (dir. tes.)
- Antonio García Manso (dir. tes.)
- Miguel Macías Macías (pres.)
- Jose Luis Aznarte Mellado (secr.)
- Francisco Luna Valero (voc.)
2021
Reading institution: Universidad de Extremadura
Spatio-temporal neural models for sustainable mobility and air quality
- Rodrigo de Medrano López
- Jose Luis Aznarte Mellado (dir. tes.)
- Luis Manuel Sarro (pres.)
- Cristina Rubio Escudero (secr.)
- Juan Gómez Romero (voc.)
2021
Reading institution: UNED. Universidad Nacional de Educación a Distancia
Deep Neural Architectures and Time Series: A scalable system for air quality prediction and its application
- Ricardo Navares Echegaray
- Jose Luis Aznarte Mellado (dir. tes.)
- Francisco Javier Díez Vega (pres.)
- Francisco Martínez Álvarez (secr.)
- Héctor Pomares Cintas (voc.)
2020
Reading institution: UNED. Universidad Nacional de Educación a Distancia
Modelling time series through fuzzy rule-based models: a statistical approach
- Jose Luis Aznarte Mellado
- José Manuel Benítez Sánchez (dir. tes.)
- Francisco Herrera Triguero (pres.)
- Francesco Marcelloni (voc.)
- Marcelo C, Medeiros (voc.)
- Óscar Cordón García (secr.)
- G.I. Sáinz (voc.)
2008
Reading institution: Universidad de Granada
This researcher has no patents or software licenses.
Research groups
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SISTEMAS INTELIGENTES DE AYUDA A LA DECISIÓN
Role: Miembro
Researcher profiles
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