Publicaciones

Artículos

  • Á. Fernández, N. Rabin, R.R. Coifman, and J. Eckstein. Diffusion methods for aligning medical data: Location prediction in CT scan images. Medical Image Analysis, 18 (2014), 425-432.

  • H. Azegrouz, G. Karemore, A. Torres, C.M. Alaíz, A. M. Gonzalez, P. Nevado, A. Salmerón, T. Pellinen, M. A. del Pozo, J.R. Dorronsoro, M. Montoya. Cell-Based Fuzzy Metrics Enhance High-Content Screening Assay Robustness. Journal of Biomolecular Screening 18 (2013), 1270-1283.

  • J. López, J.R. Dorronsoro. A Simple Proof of Convergence of the SMO Algorithm for Different SVM Variants. IEEE Transactions on Neural Networks and Learning Systems. 23 (7) (2012), 1142-1147.

  • Barbero, J. R. Dorronsoro. Cycle-Breaking Acceleration for Support Vector Regression. Neurocomputing 74 (2011), 2649-2656.

  • J. López, A. Barbero, J.R. Dorronsoro. Clipping Algorithms for Solving the Nearest Point Problem Over Reduced Convex Hulls. Pattern Recognition 44 (2011), 607-614.

Comunicaciones a congresos

  • A. Fernández, C.  Alaíz, A.M. González, J. Díaz, J.R. Dorronsoro. Local Anisotropic Diffusion Detection of Wind Ramps. Proceeding of the NIPS 2013 Workshop Machine Learning for Sustainability. NIPS 2013.

  • J. López, J.R. Dorronsoro. The Convergence Rate of Linearly Separable SMO. Proceedings of the International Joint Conference on Artificial Neural Networks, IJCNN 2013 Dallas, EE.UU. IEEE 2013.

  • A. Torres, D, Díaz-Vico, J.R. Dorronsoro. Sparse One Hidden Layer MLPs. Proceedings of the 22ond European Symposium on Artificial Neural Networks 2014 (por aparecer).

  • Y. Gala, Á. Fernández, J.R. Dorronsoro, M. García, C. Rodríguez. Machine Learning Prediction of Global Photovoltaic Energy in Spain. Proceedings of the 2014 International Conference on Renewable Energies and Power Quality (ICREPQ’14) (por aparecer).

  • A. Torres, J. Prada, J. Dorronsoro. Nowcasting meteorological readings for wind energy production.  Proceedings of the 2014 EWEA Confererence, Barcelona March 11-13, 2014 (por aparecer).

  • Á. Fernández, C. Alaíz, A.M. González, J. Díaz, J.R. Dorronsoro. Diffusion Methods for Wind Power Ramp Detection. Proceedings of IWANN 2013, International Work Conference in Neural Networks. Lecture Notes LNCS 7902, pp. 106–113. Springer Verlag, 2013.

  • C. Alaíz, A. Barbero, J.R. Dorronsoro. Group Fused Lasso. Proceedings of ICANN 2013, International Conference in Artificial Neural Networks. Lecture Notes in Computer Science. LNCS 8131, 66-73. Springer Verlag 2013.

  • Y. Gala, Á. Fernández, J. Díaz, J.R. Dorronsoro. Support Vector Forecasting of Solar Radiation Values. Proceedings of HAIS 2013, 8th International Conference on Hybrid Artificial Intelligence Systems. Lecture Notes In Artificial Intelligence, LNAI 8073, 51-60, Springer Verlag 2013.
  • Á. Fernández, A.M. González, J. Díaz, J.R. Dorronsoro. Diffusion Maps for the Description of Meteorological Data. Proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012. Lecture Notes In Computer Science 7208 HAIS 2012. 276-287. Springer Verlag 2012.

  • C. Alaíz, A. Barbero, J.R. Dorronsoro. Sparse Methods for Wind Energy Prediction. Proceedings of the International Joint Conference on Artificial Neural Networks, IJCNN 2012 Brisbane, Australia. IEEE 2012.

  • J. López, J.R. Dorronsoro. The Convergence Rate of the MDM Algorithm. Proceedings of the International Joint Conference on Artificial Neural Networks, IJCNN 2012 Brisbane, Australia. IEEE 2012.

  • J. López, K. De Brabanter, J.R. Dorronsoro, J.A.K. Suykens. Sparse LS-SVMs with L0–norm minimization. Proceedings of the 18th European Symposium on Artificial Neural Networks, 189-194, 2011.

  • J. López, A. Barbero, J.R. Dorronsoro. Momentum Acceleration of Least-Squares Support Vector Machines. Proceedings of ICANN 2011, International Conference in Artificial Neural Networks. Lecture Notes in Computer Science 6792, 135-142. Springer Verlag 2011.