Publications

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2020
Temporal association rule mining: An overview considering the time variable as an integral or implied component, Segura‐Delgado, Alberto, Gacto M. J., Alcalá Rafael, and Alcalá-Fdez J. , WIREs Data Mining and Knowledge Discovery, 04/2020, Volume 10, Issue 4, (2020)
2019
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems, Gacto, M. J., Soto-Hidalgo Jose Manuel, Alcalá-Fdez J., and Alcalá Rafael , IEEE Access, 08/2019, Volume 7, p. 108916-108939, (2019)
2018
Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming, Luna, J. M., Pechenizkiy M., del Jesus M. J., and Ventura S. , IEEE Transactions on Cybernetics, Nov, Volume 48, Number 11, p.3030-3044, (2018)
2017
Mining association rules in R using the package RKEEL, Sánchez, O., Moyano J. M., Sánchez L., and Alcála-Fádez J. , 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.1-6, (2017)
2015
Genetic learning of the membership functions for mining fuzzy association rules from low quality data, Palacios, Ana María, Palacios José Luis, Sánchez Luciano, and Alcalá-Fdez Jesús , Information Sciences, Volume 295, p.358 - 378, (2015)
Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges, Fernandez, Alberto, López Victoria, del Jesus M. J., and Herrera F. , Knowledge-Based Systems, Volume 80, p.109 - 121, (2015)
2013
CI-LQD: A software tool for modeling and decision making with Low Quality Data, Palacios, A. M., Sánchez L., and Couso I. , 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), July, p.1-8, (2013)
2008
An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market, Pérez, P., Frías M. P., Pérez-Godoy M.D., Rivera-Rivas A.J., Jesus M. J. d., Parras M., and Torres F. J. , 2008 Eighth International Conference on Hybrid Intelligent Systems, Sep., p.943-946, (2008)
2007
Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems, Aguilera, José, Chica M., del Jesus M. J., and Herrera F. , 2007 IEEE International Fuzzy Systems Conference, July, p.1-6, (2007)
2006
Knowledge Extraction from Fuzzy Data for Estimating Consumer Behavior Models, Casillas, J., and Sánchez L. , 2006 IEEE International Conference on Fuzzy Systems, July, p.164-170, (2006)