Rafael Alcalá

Rafael Alcalá

Universidad de Granada

H-index: 29

Europe-Spain

About Rafael Alcalá

Rafael Alcalá, With an exceptional h-index of 29 and a recent h-index of 20 (since 2020), a distinguished researcher at Universidad de Granada, specializes in the field of Evolutionary fuzzy systems, Multiobjective learning, Fuzzy association rules.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Transparent but accurate evolutionary regression combining new linguistic fuzzy grammar and a novel interpretable linear extension

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

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

Meta-Fuzzy Items for Fuzzy Association Rules

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

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

Rafael Alcalá Information

University

Position

Full Professor of Computer Science and Artificial Intelligence

Citations(all)

4855

Citations(since 2020)

1321

Cited By

4098

hIndex(all)

29

hIndex(since 2020)

20

i10Index(all)

58

i10Index(since 2020)

28

Email

University Profile Page

Universidad de Granada

Google Scholar

View Google Scholar Profile

Rafael Alcalá Skills & Research Interests

Evolutionary fuzzy systems

Multiobjective learning

Fuzzy association rules

Top articles of Rafael Alcalá

Title

Journal

Author(s)

Publication Date

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

Genes

Álvaro Torres-Martos

Mireia Bustos-Aibar

Alberto Ramírez-Mena

Sofía Cámara-Sánchez

Augusto Anguita-Ruiz

...

2023/1/18

Transparent but accurate evolutionary regression combining new linguistic fuzzy grammar and a novel interpretable linear extension

International Journal of Fuzzy Systems

Carmen Biedma-Rdguez

María José Gacto

Augusto Anguita-Ruiz

Jesús Alcalá-Fdez

Rafael Alcalá

2022/10

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

Expert Systems with Applications

Alberto Segura-Delgado

Augusto Anguita-Ruiz

Rafael Alcalá

Jesús Alcalá-Fdez

2022/5/1

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

Álvaro Torres-Martos

Augusto Anguita-Ruiz

Mireia Bustos-Aibar

Sofia Cámara-Sánchez

Rafael Alcalá

...

2022/6/8

Meta-Fuzzy Items for Fuzzy Association Rules

Carmen Biedma-Rdguez

María José Gacto

Rafael Alcalá

Jesús Alcalá-Fdez

2021/7/11

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

PLoS computational biology

Augusto Anguita-Ruiz

Alberto Segura-Delgado

Rafael Alcalá

Concepción M Aguilera

Jesús Alcalá-Fdez

2020/4/10

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

Alberto Segura‐Delgado

María José Gacto

Rafael Alcalá

Jesús Alcalá‐Fdez

2020/7

See List of Professors in Rafael Alcalá University(Universidad de Granada)

Co-Authors

H-index: 62
Oscar Cordón

Oscar Cordón

Universidad de Granada

H-index: 47
Juan Luis Castro

Juan Luis Castro

Universidad de Granada

H-index: 45
Yusuke Nojima

Yusuke Nojima

Osaka Prefecture University

H-index: 33
Jorge Casillas

Jorge Casillas

Universidad de Granada

H-index: 30
Antonio González

Antonio González

Universidad de Granada

H-index: 17
María José Gacto

María José Gacto

Universidad de Jaén

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