Jesús S. Aguilar-Ruiz

AREAS

• BIOINFORMATICS:  We are mainly focused on the extraction of interesting knowledge from gene expression data. 
  This includes gene selection, biclustering and gene networks.

• DATA MINING: Currently we are addressing two problems: fast feature selection and data streams.

• EVOLUTIONARY COMPUTATION: We are interested in knowledge models obtained from evolutionary computation, 
  especially those based on decision rules.

PH.D. SUPERVISIONS

• Raúl Giraldez  
  Improvements on Efficiency of Evolutionary Algorithms in Supervised Learning 
  (co-supervised with J. Riquelme) July 9, 2004 (Cum Laude unanimously)
  Doctoral Dissertation Award, University of Seville.

• Roberto Ruiz
  Feature Selection ranking-based heuristics for high-dimensional data
  (co-supervised with J. Riquelme) June 30th, 2006 (Cum Laude unanimously) 

• Francisco J. Ferrer Troyano
  Decision Rules generation and visualization from data streams
  (co-supervised with J. Riquelme) July 5th, 2006 (Cum Laude unanimously) 

ONGOING PH.D. SUPERVISIONS

• Daniel Mateos (2003-????), Bioinformatics 

• Domingo S. Rodríguez (2004-????), Biclustering 

• Isabel Nepomuceno (2005-????), Gene networks

• Norberto Díaz Díaz  (2005-????), Bioinformatics

• Juan Antonio Nepomuceno (2006-????), Bioinformatics

• Beatriz Pontes (2006-????), Evolutionary Computation

• Jorge García (2007-???), Data Mining