Articles 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. 

• Borchani, H., C. Bielza, P. Martínez-Martín, and P. Larrañaga, “Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: An application to predict the European Quality of Life-5Dimensions (EQ-5D) from the 39-item Parkinson’s Disease Questionnaire (PDQ-39)“, Journal of Biomedical Informatics, vol. 45, pp. 1175-1184, 2012. 

• Calvo, B., I. Inza, P. Larrañaga, and J. A. Lozano, “Wrapper positive Bayesian network classifiers“, Knowledge and Information Systems, vol. 33, no. 3, pp. 631-654, 2012. 

• Dueñas, M., M. Santos, F. J. F. J Aranda, C. Bielza, A. B. Martínez-Cruz, C. Lorz, M. Taron, E. M. Ciruelos, J. L. Rodríguez-Peralto, M. Martín, P. Larrañaga, J. Dahabreh, G. P. Stathopoulos, R. Rosell, J. M. Paramio, and R. García-Escudero, “Mouse p53-deficient cancer models as platforms for obtaining genomic predictors of human cancer clinical outcomes“, PLoS One, vol. 7, no. 8, pp. e42494, 2012. 

• García-Bilbao, A., R. Armañanzas, Z. Ispizua, B. Calvo, A. Alonso-Varona, I. Inza, P. Larrañaga, G. López-Vivanco, B. Suárez-Merino, and M. Betanzos, “Identification of a biomarker panel for colorectal cancer diagnosis“, BMC Cancer, vol. 12, no. 43, 2012. 

• Guerra, L., V. Robles, C. Bielza, and P. Larrañaga, “A comparison of clustering quality indices using outliers and noise“, Intelligent Data Analysis, vol. 16, no. 4, pp. 703-715, 2012. 

• Larrañaga, P., H. Karshenas, C. Bielza, and R. Santana, “A review on probabilistic graphical models in evolutionary computation“, Journal of Heuristics, vol. 18, no. 5, pp. 795-819, 2012. 

• Maojo, V., M. Garcia-Remesal, C. Bielza, J. Crespo, D. Perez-Rey, and C. Kulikowski, “Biomedical Informatics Publications: A Global Perspective. Part II: Journals“, Methods of Information in Medicine, vol. 51, no. 2, pp. 131-137, 2012. 

• Maojo, V., M. Garcia-Remesal, C. Bielza, J. Crespo, D. Perez-Rey, and C. Kulikowski, “Biomedical Informatics Publications: A Global Perspective. Part I: Conferences“, Methods of Information in Medicine, vol. 51, no. 1, pp. 82-90, 2012. 

• Santana, R., C. Bielza, and P. Larrañaga, “Regularized logistic regression and multi-objective variable selection for classifying MEG data“, Biological Cybernetics, vol. 106, no. 6-7, pp. 389-405, 2012. 

• Santana, R., C. Bielza, and P. Larrañaga, “Conductance interaction identification by means of Boltzmann distribution and mutual information analysis in conductance-based neuron models“, BMC Neuroscience, vol. 13, no. Suppl 1, pp. P100, 2012. 

• Vidaurre, D., C. Bielza, and P. Larrañaga, “Lazy lasso for local regression“, Computational Statistics, vol. 27, no. 3, pp. 531-550, 2012. 

• Vidaurre, D., E. E. Rodríguez, C. Bielza, P. Larrañaga, and P. Rudomin, “A new feature extraction method for signal classification applied to cat spinal cord signals“, Journal of Neural Engineering, vol. in press, 2012.