Research group:

Francisco A. Gómez-Vela.

Assistant Professor
School of Engineering
Pablo de Olavide University

Building 23, First floor, 48
Phone number:         +34 9549 77868
Fax number:              +34 9543 48377 Email:    fgomez@upo.es
Mail address:
        Escuela Politécnica Superior
        Universidad Pablo de Olavide
        Ctra. Utrera Km 1
        41013 Sevilla
        España 

Education

In this section I want you to know about my academic degrees:

I received my degree in Computer Science Engineering in 2006, University of Seville.
Degree Project Dissertation: Gene networks inference based on C4.5-Rules algorithm
Supervisor: Norberto Díaz-Díaz

Official Master in Technology and software engineering in 2011, University of Seville.
Degree Project Dissertation: Analysis and Comparison of standard inference genetic networks methods.
Supervisor: José C. Riquelme

Ph.D. in Bioinformatics in 2015 by the Pablo de Olavide University. In particular, my research field is based on the analysis of gene expression data.

Teaching

Actualmente la docencia que imparto es en Español en la Universidad Pablo de Olavide (Curso 2017-2018):

Grado en Ingeniería Informática en Sistemas de Información:
*Fundamentos de programación
*Bioinformática (Coordinador) -- Accede al material docente Aquí
*Ingeniería de Proyectos (Coordinador) -- Accede al material docente Aquí.
*Trabajo Fin de Grado

Master Oficial de Ingeniería Informática:
*Desarrollo de dispositivos móviles
* Trabajo Fin de master

My research areas.

Data Mining

Knowledge Discovery in Databases: fast feature selection and semi-supervised learning

Bioinformatics

knowledge from gene expression data: gene networks and biological evaluation.

Big Data

Big Data intelligence analysis: My concerns in this areas includes analysis, curation, search and storage.

Publications

Here’s there are some of the lastest works that I have published.

 

2018

 

GNC-app: A new Cytoscape app to rate gene networks biological coherence using gene-gene indirect relationships.

JJ Díaz-Montaña, F Gómez-Vela, N Díaz-Díaz
Bio Systems.Volume 166, April 2018, Pages 61-65
2017

GFD-Net: A novel semantic similarity methodology for the analysis of gene networks.
Díaz-Montaña JJ, Díaz-Díaz N, Gómez-Vela F.
Journal of Biomedical Informatics. 2017 April; Volume 68:Pages 71-82.

2016

High-dimensional feature selection via feature grouping: A Variable Neighborhood Search approach
M García-Torres, F Gómez-Vela, B Melián-Batista, JM Moreno-Vega
Information Science. Volume 326, 1 January 2016, Pages 102–118.
   

2015

Gene network coherence based on prior knowledge using direct and indirect relationships.
F Gómez-Vela, JA Lagares and N Díaz-Díaz
Computational Biology and Chemestry. 2015 June; Volumen 56:142-51.
   

2014

Aprendizaje basado en problemas empleando metodologías de ingeniería aplicadas a proyectos empresariales
F Gómez-Vela, C.D. Barranco, N Díaz-Díaz, M. García-Torres, D.S. Rodríguez, F. Divina y A. Márquez
I Seminario Iberoamericano de Innovación Docente de la Universidad Pablo de Olavide 2014, ISBN: 84-697-2223-9
 

Gene Network Biological Validity Based on Gene-Gene Interaction Relevance
F Gómez-Vela, N Díaz-Díaz
The Scientific World Journal 2014,
SI: Computational Intelligence and Metaheuristic Algorithms with Applications,
ID 540679
 

2012

Using graph theory to analyze gene network coherence
F Gómez-Vela, N Díaz-Díaz, JA Lagares, JA Sánchez, JS Aguilar-Ruiz
EMBnet. journal 18 (B), pp. 32-34, 2012


Sistema de Evaluación en Ingeniería del Software

Norberto Diaz-Diaz, Roberto Ruiz, Francisco Gómez-Vela and Jesús S. Aguilar-Ruiz
Revista digital UPO-innova

Gene–Gene Interaction based Clustering method for Microarray Data
Norberto Diaz-Diaz, Francisco Gómez-Vela, Jorge García-Gutiérrez, Jesús S. Aguilar-Ruiz
IEEE-Xplore (ISDA'11)

2011

Uso de Rutas Metabólicas para la Validación de Redes Genéticas
Francisco Gómez-Vela, Norberto Diaz-Diaz, Jesus Aguilar-Ruiz,
EVaBio'11

Algoritmo de Selección de Atributos Basado en Utilidad Incremental y Análisis de Redundancia: Aplicación a Datos Biológicos
Francisco Gómez Vela, Miguel García Torres, Belén Melián, J. Marcos Moreno-Vega, José A. Moreno Pérez, Roberto Ruiz and Jesús S. Ruiz Aguilar.,
pp 753, EVaBio'11

Pattern recognition in biological time series
Francisco Gomez-Vela, Francisco Martínez-Álvarez, Norberto Díaz-Díaz, Carlos Barranco-Gonzalez, Domingo Rodriguez-Baena and Jesús S. Aguilar-Ruiz
Lecture Note in Artifical Intelligence 7023, pp 164-172 (CAEPIA'11)

Gene Networks Validation based on Metabolic Pathways
Francisco Gómez-Vela, Norberto Diaz-Diaz, Jesús S. Aguilar-Ruiz
IEEE International Conference on Bioinformatics and Bioengineering, pp 9-14 (BIBE'11)

Gene Regulatory Networks Validation Framework based in KEGG
Norberto Diaz-Diaz, Francisco Gómez-Vela, Domingo Rodriguez-Baena, Jesús Aguilar-Ruiz
Lecture Notes in Artificial Intelligence 6679, pp 279-286 (HAIS'11)

2010

Caracterización de un Conjunto de Genes basado en el Análisis de Pathways Metabólicos
Jesus Aguilar-Ruiz, Domingo Rodriguez-Baena, Norberto Diaz-Diaz, Isabel Nepomuceno, Francisco Gómez-Vela

TAMIDA'10