Jesus Alcala-Fdez

All papers authored by Jesus Alcala-Fdez

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2023 Alberto Ramírez-Mena

, Eduardo Andrés-León

, Maria Jesus Alvarez-Cubero

, Augusto Anguita-Ruiz

, Luis Javier Martinez-Gonzalez

, Jesus Alcala-Fdez

Explainable artificial intelligence to predict and identify prostate cancer tissue by gene expression

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Carmen Biedma-Rdguez

, María José Gacto

, Augusto Anguita-Ruiz

, Rafael Alcalá

, Concepción María Aguilera

, Jesús Alcalá-Fdez

Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy

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Álvaro Torres-Martos

, Mireia Bustos-Aibar

, Alberto Ramírez-Mena

, Sofía Cámara-Sánchez, Augusto Anguita-Ruiz

, Rafael Alcalá

, Concepción M. Aguilera

, Jesús Alcalá-Fdez

Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity

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2022 Carmen Biedma-Rdguez

, María José Gacto

, Augusto Anguita-Ruiz

, Jesús Alcalá-Fdez

, Rafael Alcalá

Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension

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Alberto Segura-Delgado

, Augusto Anguita-Ruiz, Rafael Alcalá

, Jesús Alcalá-Fdez

Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies

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Álvaro Torres-Martos

, Augusto Anguita-Ruiz

, Mireia Bustos-Aibar

, Sofia Cámara-Sánchez

, Rafael Alcalá

, Concepción M. Aguilera

, Jesús Alcalá-Fdez

Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity

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2021 Augusto Anguita-Ruiz

, Mireia Bustos-Aibar, Julio Plaza-Díaz

, Andrea Mendez-Gutierrez, Jesús Alcalá-Fdez

, Concepción María Aguilera

, Francisco Javier Ruiz-Ojeda

Omics Approaches in Adipose Tissue and Skeletal Muscle Addressing the Role of Extracellular Matrix in Obesity and Metabolic Dysfunction

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2020 Augusto Anguita-Ruiz

, Esther M. González-Gil

, Azahara I. Rupérez

, Francisco Jesús Llorente-Cantarero

, Belén Pastor-Villaescusa

, Jesús Alcalá-Fdez

, Luis A. Moreno

, Ángel Gil

, Mercedes Gil-Campos

, Gloria Bueno, Rosaura Leis

, Concepción M. Aguilera

Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty

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Alberto Segura‐Delgado, María José Gacto

, Rafael Alcalá

, Jesús Alcalá‐Fdez

Temporal association rule mining: An overview considering the time variable as an integral or implied component

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Augusto Anguita-Ruiz

, Alberto Segura-Delgado, Rafael Alcalá

, Concepción M. Aguilera, Jesús Alcalá-Fdez

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

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2019 J. M. Soto-Hidalgo, A. Vitiello, J. M. Alonso, G. Acampora, J. Alcala-Fdez

Design of Fuzzy Controllers for Embedded Systems With JFML

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Maria Jose Gacto, Jose Manuel Soto-Hidalgo

, Jesus Alcala-Fdez

, Rafael Alcala

Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems

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2018 D. Martín, M. Martínez-Ballesteros

, D. García-Gil

, J. Alcalá-Fdez

, F. Herrera

, J. C. Riquelme-Santos

MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems

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Francisco Jesus Arcos, Jose Manuel Soto-Hidalgo, Autilia Vitiello, Giovanni Acampora, Jesus Alcala-Fdez

Interoperability for Embedded Systems in JFML Software: An Arduino-based implementation

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J. M. Soto-Hidalgo

, Jose M. Alonso, Giovanni Acampora, J. Alcala-Fdez

JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016

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2017 Rafael Alcalá, María José Gacto, Jesús Alcalá-Fdez

Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)

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Jesus Alcala-Fdez

, Rafael Alcala, Sergio Gonzalez, Yusuke Nojima, Salvador Garcia

Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification

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Oliver Sanchez, Jose M. Moyano, Luciano Sanchez

, Jesus Alcala-Fadez

, Ieee

Mining association rules in R using the package RKEEL

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All papers authored by Jesus Alcala-Fdez