José Luis Aznarte

28 papers Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting.
Appl. Artif. Intell.
Rodrigo de Medrano, José Luis Aznarte
2021 J jnl
On the inclusion of spatial information for spatio-temporal neural networks.
Neural Comput. Appl.
Rodrigo de Medrano, José Luis Aznarte
2021 J jnl
SOCAIRE: Forecasting and monitoring urban air quality in Madrid.
Environ. Model. Softw.
Rodrigo de Medrano, Víctor de Buen Remiro, José Luis Aznarte
2020 J jnl
A Spatio-Temporal Spot-Forecasting Framework forUrban Traffic Prediction.
CoRR
Rodrigo de Medrano, José Luis Aznarte
2020 J jnl
A spatio-temporal attention-based spot-forecasting framework for urban traffic prediction.
Appl. Soft Comput.
Rodrigo de Medrano, José Luis Aznarte
2020 J jnl
Deep learning architecture to predict daily hospital admissions.
Neural Comput. Appl.
Ricardo Navares, José Luis Aznarte
2020 J jnl
Forecasting hourly ${\hbox {NO}_{2}}$ concentrations by ensembling neural networks and mesoscale models.
Neural Comput. Appl.
Damir Valput, Ricardo Navares, José Luis Aznarte
2020 J jnl
On the Inclusion of Spatial Information for Spatio-Temporal Neural Networks.
CoRR
Rodrigo de Medrano, José Luis Aznarte
2020 J jnl
Predicting air quality with deep learning LSTM: Towards comprehensive models.
Ecol. Informatics
Ricardo Navares, José Luis Aznarte
2020 J jnl
Probabilistic forecasting approaches for extreme NO
CoRR
Sebastián Pérez Vasseur, José Luis Aznarte
2020 J jnl
SOCAIRE: Forecasting and Monitoring Urban Air Quality in Madrid.
CoRR
Rodrigo de Medrano, Víctor de Buen Remiro, José Luis Aznarte
2020 J jnl
Shapley additive explanations for NO
Ecol. Informatics
María Vega García, José Luis Aznarte
2018 J jnl
A novel tree-based algorithm to discover seismic patterns in earthquake catalogs.
Comput. Geosci.
Emilio Florido, Gualberto Asencio-Cortés, José Luis Aznarte, Cristina Rubio-Escudero, Francisco Martínez-Álvarez
2013 — ch.
The Links between Statistical and Fuzzy Models for Time Series Analysis and Forecasting.
Time Series Analysis, Modeling and Applications
José Luis Aznarte, José Manuel Benítez
2012 J jnl
Financial time series forecasting with a bio-inspired fuzzy model.
Expert Syst. Appl.
José Luis Aznarte, Jesús Alcalá-Fdez, Antonio Arauzo-Azofra, José Manuel Benítez
2012 J jnl
Time Series Modeling and Forecasting Using Memetic Algorithms for Regime-Switching Models.
IEEE Trans. Neural Networks Learn. Syst.
Christoph Bergmeir, Isaac Triguero, Daniel Molina, José Luis Aznarte, José Manuel Benítez
2011 J jnl
A test for the homoscedasticity of the residuals in fuzzy rule-based forecasters.
Appl. Intell.
José Luis Aznarte, Daniel Molina, Ana M. Sánchez, José Manuel Benítez
2011 J jnl
Empirical study of feature selection methods based on individual feature evaluation for classification problems.
Expert Syst. Appl.
Antonio Arauzo-Azofra, José Luis Aznarte, José Manuel Benítez
2010 J jnl
Equivalences between neural-autoregressive time series models and fuzzy systems.
IEEE Trans. Neural Networks
José Luis Aznarte, José Manuel Benítez
2010 J jnl
Linearity testing for fuzzy rule-based models.
Fuzzy Sets Syst.
José Luis Aznarte, Marcelo C. Medeiros, José Manuel Benítez
2010 — conf
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models.
IEA/AIE (2)
José Luis Aznarte, José Manuel Benítez
2010 J jnl
Testing for Remaining Autocorrelation of the residuals in the Framework of Fuzzy Rule-Based Time Series Modelling.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
José Luis Aznarte, Marcelo C. Medeiros, José Manuel Benítez
2007 J jnl
Forecasting airborne pollen concentration time series with neural and neuro-fuzzy models.
Expert Syst. Appl.
José Luis Aznarte, José Manuel Benítez Sánchez, Diego Nieto Lugilde, Concepción de Linares Fernández, Consuelo Díaz de la Guardia, Francisca Alba Sánchez
2007 J jnl
SatDNA Analyzer: a computing tool for satellite-DNA evolutionary analysis.
Bioinform.
Rafael Navajas-Pérez, Cristina Rubio-Escudero, José Luis Aznarte, Manuel Ruiz Rejón, Manuel A. Garrido-Ramos
2007 J jnl
Smooth transition autoregressive models and fuzzy rule-based systems: Functional equivalence and consequences.
Fuzzy Sets Syst.
José Luis Aznarte, José Manuel Benítez, Juan Luis Castro
2007 — conf
satDNA Analyzer 1.2 as a Valuable Computing Tool for Evolutionary Analysis of Satellite-DNA Families: Revisiting Y-Linked Satellite-DNA Sequences of
BIRD
Rafael Navajas-Pérez, Manuel Ruiz Rejón, Manuel A. Garrido-Ramos, José Luis Aznarte, Cristina Rubio-Escudero
2006 — conf
On the Identifiability of TSK Additive Fuzzy Rule-Based Models.
SMPS
José Luis Aznarte, José Manuel Benítez
2005 — conf
Neuro-Fuzzy prediction of airborne pollen concentrations.
EUSFLAT Conf.
José Luis Aznarte, Diego Nieto Lugilde, José Manuel Benítez, Concepción de Linares Fernández