J
Jesús Alcalá-Fdez
Researcher at University of Granada
Publications - 79
Citations - 6298
Jesús Alcalá-Fdez is an academic researcher from University of Granada. The author has contributed to research in topics: Fuzzy logic & Fuzzy control system. The author has an hindex of 23, co-authored 71 publications receiving 5520 citations. Previous affiliations of Jesús Alcalá-Fdez include University of Jaén.
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Book ChapterDOI
Introduction to the Experimental Design in the Data Mining Tool KEEL
Jesús Alcalá-Fdez,Francisco Herrera,Salvador García,M.J. del Jesus,Luciano Sánchez,Ester Bernadó-Mansilla,Antonio Peregrín,Sebastián Ventura +7 more
TL;DR: This chapter will provide a complete description of KEEL, the kind of problems and algorithms implemented, and they will present a case of study for showing the experimental design and statistical analysis that they can do with KEEL.
Journal ArticleDOI
Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy
Carmen Biedma-Rdguez,María José Gacto,Augusto Anguita-Ruiz,Rafael Alcalá,Concepción M. Aguilera,Jesús Alcalá-Fdez +5 more
TL;DR: In this article , a fuzzy associative classification method was proposed to learn classifiers with an improved trade-off between accuracy and complexity, where the most appropriate granularity of each variable was learned to generate a set of simple fuzzy association rules with a reduced number of associations that consider positive and negative dependencies to classify an instance depending on the presence or absence of certain items.
Book ChapterDOI
Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project
Mireia Bustos-Aibar,Augusto Anguita-Ruiz,Á. Torres-Martos,Jesús Alcalá-Fdez,Francisco Javier Ruiz-Ojeda,Marjorie Reyes-Farias,Andrea Soria-Gondek,Laura Herrero,David Sánchez-Infantes,Concepción M. Aguilera +9 more
Journal ArticleDOI
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity.
Mireia Bustos-Aibar,Concepción M. Aguilera,Jesús Alcalá-Fdez,Francisco Javier Ruiz-Ojeda,Julio Plaza-Díaz,Abel Plaza-Florido,Inés Tofe,Mercedes Gil-Campos,María José Gacto,Augusto Anguita-Ruiz +9 more
TL;DR: In this paper , a multi-objective analytic pipeline consisting of three main approaches was proposed to identify gene co-expression clusters associated with childhood obesity, individually in visceral adipose tissue (VAT) and skeletal muscle tissue (SMT) in a cohort of Spanish boys with obesity.
Proceedings Article
Genetic learning of accurate TS models based on local fuzzy prototyping.
TL;DR: This work presents the use of local fuzzy prototypes as a first approximation to obtain accurate local semantics-based TakagiSugeno rules.