Federico Divina

Federico Divina

Associate Professor

Citations and socials

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Federico Divina obtained his Ph.D. in Artificial Intelligence from the Vrije Universiteit of Amsterdam, and after that he worked as a postdoc at the University of Tilburg, within the European project NEWTIES. In 2006 he moved to the Pablo de Olavide University, where he is actually an Associate Professor.

He has been working on knowledge extraction since his Ph.D. thesis at the Vrije Universiteit of Amsterdam. He has extensive experience in the application of Machine Learning, especially techniques based on Soft Computing, for the extraction of knowledge from massive data.

His main research interests are:

  • Bioinformatics
  • Evolutionary Computation
  • Machine Learning
  • Big Data

Projects

Federico Divina has participated in various research project projects, for instance:

  • Differential: this project aims to develop new tools and methods to manage and analyse information coming from several sources with the final goal of better understanding how and when energy is consumed in distributed facilities. This project was developed as a coordinated project with three complementary research groups from three different universities (Universidad de Granada, Universidad Pablo de Olavide and Universidad de Castilla La Mancha).
  • GALICIAME: project that aimed at applying machine learning tools in order to extract knowledge from genetic data related to spinal muscular atrophy (SMA), in collaboration with the “Centro Andaluz de Biología del Desarrollo” (CABD).
  • NEWTIES: EU project that aimed at developing an artificial society. This project involved the Vrije Universiteit van Amsterm, the University of Tilburg, the Napier University, University of Surrey, Napier University and Eötvös Loránd University.

Publications

For a complete list of my publications, please visit my Google Scholar Profile or my ORCID.

38 entries « 3 of 3 »

2012

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and J. Bacardit and G. Asencio-Cortes and C. E. Santiesteban-Toca

A NSGA-II Algorithm for the Residue-Residue Contact Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Springer Berlin Heidelberg, Berlin, Heidelberg, 2012, ISBN: 978-3-642-29066-4.

Abstract | BibTeX

2011

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

A multi-objective genetic algorithm for the Protein Structure Prediction Conference

2011 11th International Conference on Intelligent Systems Design and Applications, 2011, ISSN: 2164-7151.

Links | BibTeX

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Residue-Residue Contact Prediction Based on Evolutionary Computation Conference

5th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2011), Springer Berlin Heidelberg, 2011, ISBN: 978-3-642-19914-1.

Abstract | BibTeX

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

An Evolutionary Approach for Protein Contact Map Prediction Conference

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011, ISBN: 978-3-642-20389-3.

Abstract | BibTeX

2010

A. E. Marquez-Chamorro and F. Divina and J. S. Aguilar-Ruiz and G. Asencio-Cortes

Alpha Helix Prediction Based on Evolutionary Computation Conference

Pattern Recognition in Bioinformatics, 2010, ISBN: 978-3-642-16001-1.

Abstract | BibTeX

2007

F. Divina and F. Martínez-Álvarez and J. S. Aguilar-Ruiz

Método basado en algoritmos genéticos para encontrar biclusters significativos Workshop

Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07), 2007.

BibTeX

B. Pontes and R. Giráldez and F. Divina and F. Martínez-Álvarez

Evaluación de biclusters en un entorno evolutivo Workshop

Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA'07), 2007.

BibTeX

B. Pontes and R. Giráldez and F. Divina and F. Martínez-Álvarez

Evaluación de biclusters mediante intra-fluctuaciones mínimas: un enfoque multi-objetivo Workshop

Jornadas de Algoritmos Evolutivos y Metaheurísticos (JAEM'07), 2007.

BibTeX

38 entries « 3 of 3 »