Publications
CO2RBFN for Short and Medium Term Forecasting of the Extra Virgin Olive Oil Price,
, Studies in Computational Intelligence, Volume 284, p.113-125, (2010)
2010 - NICSO.pdf (589.38 KB)

PRESETEMP: Predicción de Series Temporales mediante técnicas de Minería de Datos,
, Proyectos de Investigación 2009-10, (2012)
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments,
, The 2013 International Joint Conference on Neural Networks (IJCNN), Aug, p.1-8, (2013)
A Preliminar Analysis of CO2RBFN in Imbalanced Problems,
, Bio-Inspired Systems: Computational and Ambient Intelligence, Berlin, Heidelberg, p.57–64, (2009)
A Preliminary Study on Mutation Operators in Cooperative Competitive Algorithms for RBFN Design,
, IEEE World Congress on Computational Intelligence (WCCI), p.349–355, (2010)
2010 - IEEEWCCS - CoreA.pdf (606.64 KB)

A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price,
, Advances in Artificial Intelligence, Berlin, Heidelberg, p.263–272, (2011)
Adaptación de una asignatura avanzada de redes de computadores al modelo de docencia virtual dentro del marco del Espacio Europeo de Educación Superior,
, International Conference on Development and Innovation with New Technologies in Engineering Education, p.15-21, (2009)
2009 - FINDIT.pdf (168.85 KB)

Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks,
, 12th International Work-Conference on Artificial Neural Networks (IWANN 2013), Tenerife (Spain), p.331-338, (2013)
2013-IWANN-AlternativeOVA.pdf (146.42 KB)

An ensemble method for time series forecasting with simple exponential smoothing,
, Conference Computational and Mathematical Methods in Science and Engineering, 07, Rota, Cádiz (Spain), (2014)
An ensemble strategy for forecasting the extra-virgin olive oil price in Spain,
, International work-conference on Time Series, ITISE 2015, 7, Granada (Spain), p.506–516, (2015)
2015-ITISE-ForecastOliveOil.pdf (547.65 KB)

An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market,
, 2008 Eighth International Conference on Hybrid Intelligent Systems, Sep., p.943-946, (2008)
Análisis preliminar de marcos tecnológicos en data stream,
, II Workshop en Big Data y análisis de datos escalable, 10, Granada (España), p.1117-1122, (2018)
CO2RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design,
, 13th International Work-Conference on Artificial Neural Networks (IWANN 2015), 6, Palma de Mallorca (Spain), p.361–373, (2015)
2015-IWANN-CostSensitiveCO2RBFN.pdf (360.2 KB)

CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm,
, 06, p.324-332, (2007)
Combining simple exponential smoothing models for time series forecasting,
, International work-conference on Time Series, ITISE 2016, 6, Granada (Spain), p.635-644, (2016)
2016-ITISE-ExponentialSmoothing.pdf (1.13 MB)

EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design,
, International Work-Conference on Artificial Neural Networks (IWANN), Number 2009, p.752–759, (2009)
2009 - IWANN - CoreB.pdf (190.56 KB)

Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market,
, Trends in Applied Intelligent Systems, Berlin, Heidelberg, p.205–214, (2010)
Mejoras en el Diseño Multiobjetivo de Redes de Funciones de Base Radial,
, Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF), p.441-446, (2010)
2010 - ESTYLF.pdf (587.96 KB)

Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification,
, 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, 6, Torremolinos-Málaga (Spain), p.41–48, (2011)
2011-IWANN-MultilabelTestingCO2RBFN.pdf (131.76 KB)

Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity,
, Ubiquitous Computing and Ambient Intelligence, Cham, p.64–74, (2016)
Utilización de un sistema basado en reglas difusas para la aplicación de operadores en un algoritmo cooperativo-competitivo,
, XIV Congreso Español sobre tecnologías y logica fuzzy, 09, Cuencas Mineras Asturianas, (2008)
A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods,
, Applied Intelligence, Jun, Volume 34, Number 3, p.331–346, (2011)
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets,
, Pattern Recognition Letters, 11, Volume 31, Number 15, p.2375-2388, (2010)
CO2RBFN: An evolutionary cooperative-competitive RBFN design algorithm for classification problems,
, Soft Computing, 07, Volume 14, p.953-971, (2009)
CO2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market,
, International Journal of Hybrid Intelligent Systems, p.75-87, (2010)
2010-Perez-Godoy-IJHIS.pdf (434.9 KB)

Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass,
, Computers & Chemical Engineering, Volume 101, p.23–30, (2017)
2017-CACE-Biomasa.pdf (1.28 MB)

Dealing with seasonality by narrowing the training set in time series forecasting with kNN,
, Expert Systems with Applications, Volume 103, p.38 - 48, (2018)
Is the average photon energy a unique characteristic of the spectral distribution of global irradiance?,
, Solar Energy, Volume 149, p.32–43, (2017)
2017-SolarEnergy-Photon-compressed.pdf (534.33 KB)

MEFASD-BD: Multi-Objective Evolutionary Algorithm for Subgroup Discovery in Big Data Environments - A MapReduce Solution,
, Knowledge-Based Systems, Volume 117, p.70-78, (2017)
2017-Pulgar-KBS.pdf (915.83 KB)

Nuevas arquitecturas hardware de procesamiento de alto rendimiento para aprendizaje profundo,
, Enseñanza y aprendizaje de ingeniería de computadores. Revista de experiencias docentes en ingeniería de computadores, Volume 8, p.67–83, (2018)
2018-EAIC18-HardwareAltoRend-compressed.pdf (431.68 KB)

The Influence of Noise on the Evolutionary Fuzzy Systems for Subgroup Discovery,
, Soft Computing, Volume 20, Issue 11, p.4313-4330, (2016)
2016-Luengo-NoiseSD.pdf (972.31 KB)

Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets,
, Applied Soft Computing, Volume 25, p.26-39, (2014)
2014-Perez-ASOC.pdf (926.82 KB)
