Biblio

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2013
Armañanzas, R., L. Alonso-Nanclares, J. DeFelipe, A. Kastanauskaite, R. G. de Sola, J. DeFelipe, C. Bielza, and P. Larrañaga, "Machine learning approach for the outcome prediction of temporal lobe epilepsy surgery", PLoS ONE (most highly cited), vol. 8, no. 4, pp. e62819, 2013.
Armañanzas, R., C. Bielza, K. R. Chaudhuri, P. Martínez-Martín, and P. Larrañaga, "Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach", Artificial Intelligence in Medicine, vol. 58, no. 3, pp. 195-202, 2013.
2012
Armañanzas, R., P. Larrañaga, and C. Bielza, "Ensemble transcript interaction networks: A case study on Alzheimer's disease", Computer Methods and Programs in Biomedicine, vol. 108, no. 1, pp. 442-450, 2012.
Armañanzas, R., P. Martínez-Martín, C. Bielza, and P. Larrañaga, "Restating clinical impression of severity index for Parkinson's disease using just non-motor criteria", Proceedings of the 25th European Conference on Operational Research, Vilnius, Lithuania, pp. 231-232, 2012.
2011
Armañanzas, R., C. Bielza, P. Larrañaga, and P. Martínez-Martín, Restating Parkinson's disease severity indices by means of non-motor criteria, , Technical Report, UPM-FI/DIA/2011-2, 2011.
Armañanzas, R., Y. Saeys, I. Inza, M. Garca-Torres, C. Bielza, Y. van de Peer, and P. Larrañaga, "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, no. 3, pp. 760-774, 2011.
2009
Armañanzas, R., B. Calvo, I. Inza, M. López-Hoyos, V. Martínez-Taboada, E. Ucar, I. Bernales, A. Fullaondo, P. Larrañaga, and A. M. Zubiaga, "Microarray analysis of autoimmune diseases by machine learning procedures", IEEE Transactions on Information Technology in Biomedicine, vol. 13, no. 3, pp. 341-350, 2009.
Armañanzas, R., Consensus Policies to Solve Bioinformatic Problems Through Bayesian Network Classifiers and Estimation of Distribution Algorithms, , (supervised by Pedro Larrañaga), Departamento de Ciencias de la Computación e Inteligencia Artificial, Universidad del País Vasco, 2009.
2008
Armañanzas, R., I. Inza, and P. Larrañaga, "Detecting reliable gene interactions by a hierarchy of Bayesian networks classifiers", Computer Methods and Programs in Biomedicine, vol. 91, pp. 110-121, 2008.
Armañanzas, R., Y. Saeys, I. Inza, M. García-Torres, Y. van de Peer, C. Bielza, and P. Larrañaga, "Mass spectrometry data analysis: it's all in the preprocessing", Proceedings of the Benelux Bioinformatics Conference, Maastricht, The Netherlands, pp. 92, 2008.
2007
Armañanzas, R., B. Calvo, I. Inza, P. Larrañaga, I. Bernales, A. Fullaondo, and A. M. Zubiaga, "Bayesian Classifiers with Consensus Gene Selection: a case study in the Systemic Lupus Erythematosus", Progress in Industrial Mathematics at ECMI 2006, vol. 12: Springer, pp. 560-565, 2007.
2005
Armañanzas, R., B. Calvo, I. Inza, P. Larrañaga, I. Bernales, A. Fullaondo, and A. M. Zubiaga, "Clasificadores Bayesianos con selección consensuada de genes en la predicción del lupus eritematoso sistémico", Minería de Datos: Técnicas y Aplicaciones: Ediciones Dpt. de Informática de la UCLM, pp. 107-135, 2005.
Armañanzas, R., B. Calvo, I. Inza, P. Larrañaga, I. Bernales, A. Fullaondo, and A. M. Zubiaga, "Selección de genes asociados a dos enfermedades autoinmunes a partir de microarrays de ADN", VI Jornadas de Transferencia Tecnológica de Inteligencia Artificial, TTIA (AEPIA), Granada, Spain, pp. 63-70, 2005.
Armañanzas, R., I. Inza, and P. Larrañaga, "Consensus Gene Selection on DNA Microarrays", European Conference on Computational Biology, Madrid, Spain, 2005.