Pedro Larrañaga

Pedro Larrañaga

 


Pedro Larranaga is Full Professor in Computer Science and Artificial Intelligence at the Technical University of Madrid (UPM) since 2007. He received the MSc degree in mathematics (statistics) from the University of Valladolid and the PhD degree in computer science from the University of the Basque Country (“excellence award”). Before moving to UPM, his academic career has been developed at the University of the Basque Country (UPV-EHU) at several faculty ranks: Assistant Professor (1985-1998), Associate Professor (1998-2004) and Full Professor (2004-2007). He earned the habilitation qualification for Full Professor in 2003.

 

 

Contact Curriculum vitae
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Journal publications

Year: 2014

Year: 2013
  • Santana, R., Armañanzas, R., Bielza, C. & Larrañaga, P. (2013). Network measures for information extraction in evolutionary algorithms. International Journal of Computational Intelligence Systems. In press. BibTex
  • Santana, R., McGarry, L.M., Bielza, C., Larrañaga, P., Yuste, R. (2013). Classification of neocortical interneurons using affinity propagation. Frontiers in Neural Circuits, 7:185, doi: 10.3389/fncir.2013.00185
  • Sucar, L.E., Bielza, C., Morales, E.F., Hernandez-Leal, P., Zaragoza, J.H., Larrañaga, P. (2014). Multi-label classification with Bayesian network-based chain classifiers. Pattern Recognition Letters. In press.
Year: 2012
  • Armañanzas, R., Larrañaga, P. & Bielza, B. (2012). Ensemble transcript interaction networks: A case study on Alzheimer’s disease. Computer Methods and Programs in Biomedicine, in press
  • Borchani, H., Bielza, C., Martínez-Martín, P. & Larrañaga, P. (2012). 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 Informaticsaccepted for publicationBibTex
  • Calvo, B., Inza, I., Larrañaga, P. & Lozano, J.A. (2012). Wrapper positive Bayesian network classifiers. Knowledge and Information Systems, 33(3), 631-654. BibTex
  • Dueñas, M., Santos, M., Aranda, J.F., Bielza, C., Martínez-Cruz, A.B., Lorz, C., Taron, M., Ciruelos, E.M., Rodríguez-Peralto, J.L., Martín, M. et al. (2012). Mouse p53-deficient cancer models as platforms for obtaining genomic predictors of human cancer clinical outcomes. PLoS Oneaccepted for publicationBibTex
  • Garcia-Bilbao, A., Armañanzas, R., Ispizua, Z., Calvo, B., Alonso-Varona, A., Inza, I., Larrañaga, P., López-Vivanco, G., Suárez-Merino, B. & Betanzos, M. (2012). Identification of a biomarker panel for colorectal cancer diagnosis. BMC Cancer, in press
  • Guerra, L., Robles, V., Bielza, C. & Larrañaga, P. (2012). A comparison of cluster quality indices using outliers and noise. Intelligent Data Analysis, 16, 703-715. BibTex
  • Ibañez, A., Bielza, C. & Larrañaga, P. (2012). Analysis of scientific activity in Spanish public universities in the area of computer science. Revista Española de Documentación CientíficaIn pressBibTex
  • Karshenas, H., Santana, R., Bielza, C. & Larrañaga, P (2012). Continuous Estimation of Distribution Algorithms Based on Factorized Gaussian Markov Networks. In Adaptation, Learning & Optimization. series Vol. 14 (editors), Markov Networks in Evolutionary Algorithms. Springer. BibTex
  • Lopez-Cruz, P.L., Bielza, C. & Larrañaga, P (2012). Learning mixtures of polynomials from data using B-spline interpolation. In Sixth European Workshop on Probabilistic Graphical Models (PGM 2012). In press. BibTex
  • Lopez-Cruz, P.L., Larrañaga, P., DeFelipe, J. & Bielza, C. (2012). Bayesian network modeling of the consensus between experts: An application to neuron classification. International Journal of Approximate Reasoningin pressBibTex
  • Morales, D., Vives-Gilabert, Y., Gómez-Ansón, B., Bengoetxea, E., Larrañaga, P., Bielza, C., Pagonabarraga, J., Kulisevsky, J., Corcuera-Solano, I. & Delfino, M. (2012). Predicting dementia development in Parkinson's disease using Bayesian network classifiers. Psychiatry Research: NeuroImagingaccepted for publicationBibTex
  • Santana, R., Bielza, C. & Larrañaga, P. (2012). Regularized logistic regression and multi-objective variable selection for classifying MEG data. Biological CyberneticsIn pressBibTex
  • Santana, R., Bielza, C. & Larrañaga, P. (2012). Conductance interaction identification by means of Boltzmann distribution and mutual information analysis in conductance-based neuron models. BMC Neuroscienceaccepted for publicationBibTex
  • Vidaurre, D., Bielza, C. & Larrañaga, P. (2012). Forward stagewise naive Bayes. Progress in Artificial Intelligence, in press.
  • Vidaurre, D., Rodríguez, E.E., Rudomin, P., Bielza, C. & Larrañaga, P. (2012). A new feature extraction method for signal classification applied to cat spinal cord signals. Journal of Neural Engineeringin pressBibTex
Year: 2011
Year: 2010
Year: 2009
Year: 2008
Year: 2007
Year: 2006
Year: 2005
Year: 2004
Year: 2003
Year: 2002
Year: 2001
Year: 2000
Year: 1999
Year: 1998
Year: 1997
Year: 1996
  • Larrañaga, P., Kuijpers, C.M.H., Murga, R.H. & Yurramendi, Y. (1996). Learning Bayesian network structures by searching for the best ordering with genetic algorithms. IEEE Transactions on System, Man and Cybernetics. Part A: Systems and Humans, 26(4), 487-493.
  • Larrañaga, P., Poza, M., Yurramendi, Y., Murga, R.H. & Kuijpers, C.M.H. (1996). Structure learning of Bayesian networks by genetic algorithms: A performance analysis of control parameters. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(9), 912-926.
  • M. Graña, A. d’Anjou, X. Albizuri, J.A. Lozano, P. Larrañaga, Y. Yurramendi, M. Hernández, J.L. Jiménez, F.J. Torrealdea, M. Poza, A. I. González (1996). Experimentos de aprendizaje con máquinas de Boltzmann de alto orden. Informática y Automática, Vol. 29, No. 4, 42-57
  • C. M. H. Kuijpers, P. Larrañaga, I. Inza, S. Dizdarevic (1996). Algoritmo genetikoak saltzaile ibiltariaren probleman. Gipuzkoako bira egokiaren atzetik. Elhuyar, Vol. 22, No. 2, 10-30
  • A. Beristain, J. Castaignéde, J. L. De la Cuesta, I. Dendaluze, I. German, M. González, J. C. Heraut, P. Larrañaga, A. Maeso, E. Vidaurrazaga (1996). La representación social de la delincuencia. Boletín Criminológico. Instituto Andaluz Interuniversitario de Criminología,No. 24, 1-4
Year: 1995
  • M. González, J. Castaignéde, I. Dendaluce, P. Larrañaga (1995). Representaciones sociales de los jóvenes sobre la criminalidad. Investigación transfronteriza. Revista de Derecho Penal y Criminología, No. 5, 335-490
Year: 1994
  • P. Larrañaga, J. L. Jiménez, M. Alkorta, J. A. Diego, E. Arnaiz (1994). Aplicación de la clasificación automática en la construcción de una tipología de residentes. Proyecto Hombre de Gipuzkoa. Eguzkilore, No. 8, 39-51
Year: 1992
  • P. Echániz, P. Larrañaga, J. Arrizabalaga, J. L. Jiménez, J. A. Iribarren, E. Cuadrado (1992).
    Factores
    pron´osticos en heroin´omanos infectados por el VIH: an´alisis multivariable de factores serol´ogicos
    inespec´ıficos en la evoluci´on de la infecci´on
    Factores pronósticos en heroinómanos infectados por el VIH: análisis multivariable de factores serológicosinespecíficos en la evolución de la infección. Revista Clínica Española, 190, (8), 422-426
Year: 1990
  • A. Beristain, P. Larrañaga, J. L. Jiménez (1990). La policía en la Comunidad Autónoma Vasca. Eguzkilore, No. 4, 189-202
  • L. Segura, C. Saiz, M. Erquicia, M. T. Gaztañaga, P. Larrañaga, J. L. Jiménez (1990). Estudio comparativo entre tres métodos para la obtención del porcentaje de grasa corporal. Archivos de Medicina del Deporte, Vol. VII, No. 28, 361-364
Year: 1988
  • Emparanza, J.I., Aldámiz-Echevarria, L., Pérez-Yarza, E.G., Larrañaga, P., Jimenez, J.L., Labiano, M. & Ozcoidi, I. (1988). Prognostic score in acute meningococcemia. Critical Care Medicine, 16(2), 168-169
  • P. Larrañaga (1988). La indemnización en las víctimas del delito. Un estudio basado en las sentencias dictadas en la audiencia provincial de Guipúzcoa durante el año 1986. Eguzkilore, No. 2, 139-224
  • P. Angulo, P. Larrañaga (1988). Korden paradoxa. Elhuyar. Zientzia eta Teknika, Vol. 14, 42-43

 

Year: 1987
  • J. I. Emparanza, M. Labiano, I. Ozcoidi, P. Larrañaga, L. Aldámiz-Echevarria, E. G. Pérez-Yarza (1987). Score pronóstico para la sepsis meningocócica infantil. Anales Españoles de Pediatría, 346-346
  • M. Erquicia, P. Larrañaga (1987). Clasificación de los alimentos utilizando métodos estadísticos. Nutrición Clínica y Dietética Hospitalaria, No. 3/87, 15-22
  • P. Larrañaga, J. L. Jimenez (1987). Datu-analisia. Elhuyar, Vol. 13, No. 1, 17-24
Year: 1986
  • P. Larrañaga, J. L. Jimenez (1986). Azpimultzo lausoak. Elhuyar, Vol. 12, No. 2, 45-50
Year: 1985
  • P. Larrañaga (1985), Datuak sailkatzeko bi metodoen arteko konparaketa. Elhuyar, Vol. 11, No. 3-4, 368-381