Rosa Blanco Intelligent Systems Group Department of Computer Science and Artificial Intelligence University of Basque Country P.O. Box 649 E-20080 Donostia-San Sebasti�n Spain I have moved to Medical Bioinformatics Deparment Instituto of Health "Carlos III"
rosa@si.ehu.es	(+34) 943 018070

  Publications

  2005

• R. Blanco (2005). Learning Bayesian Networks fron Data with Factorisation and Classification Purposes. Applications in Biomedicine. PhD Thesis. University of the Basque Country.

• R. Blanco, I. Inza, M. Merino, J. Quiroga and P. Larra�aga (2005). Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS. Journal of Biomedical Informatics. Available online.

  2004

• R. Blanco, P. Larra�aga, I. Inza and B. Sierra (2004). Gene selection for cancer classification using wrapper approaches. International Journal of Pattern Recognition and Artificial Intelligence, 18(8), 1373-1390.
  

• R. Blanco, L.C. van der Gaag, I. Inza and P. Larra�aga (2004). Selective classifiers can be too restrictive: a case-study in oesophageal cancer. Lecture Notes in Computer Sciences 3337. Biological and Medical Data Analysis. 5th International Symposium on Biological and Medical Data Analysis ISBMDA 2004. Barcelona, Spain. 212-223.
  

• R. Blanco, I. Inza and P. Larra�aga (2004). Learning Bayesian networks by floating search methods. Advances in Bayesian Networks. J.A. G�mez, S. Moral and A. Salmer�n (eds.). Physica Verlag. 181-200.

• I. Inza, P. Larra�aga, R. Blanco and A.J. Cerrolaza (2004). Filter versus wrapper gene selection approaches in DNA microarray domains. Artificial Intelligence in Medicine, 31(2), 91-103.

  2003

• R. Blanco, I. Inza and P. Larra�aga (2003). Learning Bayesian networks in the space of structures by estimation of distribution algorithms. International Journal of Intelligent Systems, 18(2), 205-220.

  2002

• R. Blanco, I. Inza and P. Larra�aga (2002). Floating search methods in learning Bayesian networks. Proceedings of the First European Workshop on Probabilistic Graphical Models, PGM'02. Cuenca, Spain, 9-16.

• I. Inza, B. Sierra, R. Blanco and P. Larra�aga (2002). Gene selection by sequential wrapper approaches in microarray cancer class prediction. Journal of Intelligent and Fuzzy Systems, 12(1), 25-34.

• I. Inza, P. Larra�aga, R. Blanco and A.J. Cerrolaza (2002). Filter and wrapper gene selection procedures in DNA microarray domains. Proceedings of the Workshop "Bioinformatics and Artificial Intelligence", held within IBERAMIA'02, the VII Iberoamerican Conference on Artificial Intelligence. Sevilla, Spain, 23-34.

• P. Larra�aga, I. Inza, R. Blanco and A.J. Cerrolaza (2002). Filter versus wrapper approaches in the selection of accurate genes on DNA microarray domains. Proceedings of the 3th Spanish Symposium on Bioinformatics and Computational Biology, JBI2002. Salamanca, Spain, 91-92.

  2001 

• R. Blanco, P. Larra�aga, I. Inza and B. Sierra (2001). Selection of highly accurate genes for cancer classification by estimation of distribution algorithms. Proceedings of the Workshop "Bayesian Models in Medicine", held within AIME 2001, Artificial Intelligence in Medicine. Cascais, Portugal, 29-34.

• R. Blanco and J.A. Lozano (2001). An empirical comparison of discrete Estimation of Distribution Algorithms. Estimation of Distribution Algorithms, a new tool for evolutionary computation, P. Larra�aga and J.A. Lozano (eds.). Kluwer Academic Publishers, 167-177.