Publicaciones en las que colabora con Ruben Armañanzas Arnedillo (14)

2022

  1. Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012

  1. Identification of a biomarker panel for colorectal cancer diagnosis

    BMC Cancer, Vol. 12

2011

  1. Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 8, Núm. 3, pp. 760-774

2010

  1. Machine learning: an indispensable tool in bioinformatics.

    Methods in molecular biology (Clifton, N.J.), Vol. 593, pp. 25-48

  2. Mateda-2.0: Estimation of distribution algorithms in MATLAB

    Journal of Statistical Software, Vol. 35, Núm. 7, pp. 1-30

2009

  1. Consensus policies to solve bioinformatic problems through Bayesian network classifiers and estimation of distribution algorithms

    Consensus policies to solve bioinformatic problems through Bayesian network classifiers and estimation of distribution algorithms

  2. Differential micro RNA expression in PBMC from multiple sclerosis patients

    PLoS ONE, Vol. 4, Núm. 7

  3. Microarray analysis of autoimmune diseases by machine learning procedures

    IEEE Transactions on Information Technology in Biomedicine, Vol. 13, Núm. 3, pp. 341-350

2008

  1. Bayesian classifiers with consensus gene selection: a case study in the systemic lupus erythematosus

    Progress in industrial mathematics at ECMI 2006

  2. Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers

    Computer Methods and Programs in Biomedicine, Vol. 91, Núm. 2, pp. 110-121

  3. Gene expression profiling in limb-girdle muscular dystrophy 2A

    PLoS ONE, Vol. 3, Núm. 11

  4. What is behind a summary-evaluation decision?

    Behavior Research Methods, Vol. 40, Núm. 2, pp. 597-612

2006

  1. Machine learning in bioinformatics

    Briefings in Bioinformatics, Vol. 7, Núm. 1, pp. 86-112

2005

  1. A multiobjective approach to the portfolio optimization problem

    2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings