TAR3-ARFAI + Consolider MIPRCV + TAR4-TIASA Projects

PUBLICATIONS (2011-2013)

    2013

  1. M. Arevalillo and F.J. Ferri and S. Moreno-Picot. A Hybrid Multi-objective Optimization Algorithm for Content-based Image Retrieval, Applied Soft Computing, Vol. 13, No. 11, pp.4358–4369, 2013. {http://dx.doi.org/10.1016/j.asoc.2013.06.016}
  2. M. Arevalillo-Herráez, F.J. Ferri. An improved distance-based relevance feedback strategy for image retrieval, Image and Vision Computing, Vol. 31, No. 10, pp.704–713, 2013. {http://dx.doi.org/10.1016/j.imavis.2013.07.004}
  3. J.R. Martí-Vargas, F.J. Ferri, V. Yepes. Prediction of the transfer length of prestressing strands with neural networks. Computers and Concrete, Vol. 12, No. 2, pp.187-209, 2013. {http://dx.doi.org/10.12989/cac.2013.12.2.187}
  4. J.S. Cope, P. Remagnino, S. Mannan, K. Diaz, F.J. Ferri, P. Wilkin. Reverse Engineering Expert Visual Observations: From Fixations To The Learning Of Spatial Filters With A Neural-Gas Algorithm. Expert Systems with Applications, Vol. 40, No. 17, pp. 6707-6712, 2013. {http://dx.doi.org/10.1016/j.eswa.2013.05.042}
  5. A. Pérez-Suay, F.J. Ferri, M. Arevalillo-Herráez. Passive-aggressive online distance metric learning and extensions. Progress in Artificial Intelligence, Vol. 2, No. 1, pp. 85-96, 2013. {http://dx.doi.org/10.1007/s13748-012-0039-1}

  6. F.J. Ferri, K. Diaz-Chito & W. Diaz-Villanueva, Fast Approximated Discriminative Common Vectors using rank-one SVD updates,  ICONIP'13, Part III, Lect. Not in Comp Sci. Vol 8228, pp. 368-375, 2013. {http://dx.doi.org/10.1007/978-3-642-42051-1_46}
  7. A. Pérez-Suay, F.J. Ferri, M. Arevalillo-Herráez, J.V. Albert. Comparative evaluation of batch and online metric learning approaches based on margin maximization. IEEE Intl. Conf on Systems, Man and Cybernetics, SMC'13. 2013. pp. 3511-3515, 2013. {http://dx.doi.org/10.1109/SMC.2013.599} {}
  8. A. Hurtado, F.J. Ferri, W. Diaz and C. Morell, Drug Activity Characterization using one-class support vector machines with counterexamples, CIARP'13, Part II. Lect. Not in Comp Sci. Vol 8259. pp.33-40, 2013. {http://dx.doi.org/10.1007/978-3-642-41827-3_5}
  9. Y. Campos, R. Estrada, C. Morell, F.J. Ferri, A Feature Set Decomposition Method for the Construction of Multi-classifier systems trained with High-dimensional Data, CIARP'13, Part I. Lect. Not in Comp Sci. Vol 8258, pp.278-285, 2013. {http://dx.doi.org/10.1007/978-3-642-41822-8_35}
  10. S. Moreno, F.J. Ferri, M. Arevalillo, NSGA-based method for content based image retrieval, CIARP'13, Part I. Lect. Not in Comp Sci. Vol 8258. pp.359-366, 2013. {http://dx.doi.org/10.1007/978-3-642-41822-8_45} {Best Paper Award}
  11. M. Cobos, F.J. Ferri, A.M. Torres, J. Segura. Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays. IbPRIA'13. Lect. Not in Comp Sci. Vol 7887 pp. 774-781, 2013. {http://dx.doi.org/10.1007/978-3-642-38628-2_92}{}.

    12. 2012

  1. A. Pérez-Suay, F.J. Ferri. Online Metric Learning Methods Using Soft Margins and Least Squares Formulations. SSSPR'12. Structural, Syntactic and Statistical Pattern Recognition.  G.L. Gimel'farb et al. (eds). Lect. Not in Comp Sci. Vol 7626, pp. 373-381, 2012. {http://dx.doi.org/10.1007/978-3-642-34166-3_41}
  2. Yoisel Campos-Hidalgo, Carlos Morell and Francesc J. Ferri. A Local Complexity Based Combination Method for Decision Forests Trained with High-dimensional Data. ISDA'12. IEEE Intl Conf. on Systems Design and Applications, Colchi, 2012. {http://dx.doi.org/10.1109/ISDA.2012.6416536}

    2011

  1. M. Arevalillo, P. Moreno-Clarí, V. Cerverón. Educational knowledge generation from administrative data. Educational Technology Research and Development, Vol. 59, Iss. 4,  pp. 511-527, 2011. {http://dx.doi.org/10.1007/s11423-010-9185-y }
  2. M. Arevalillo and F.J. Ferri and S. Moreno-Picot. Distance-based Relevance Feedback using a Hybrid Interactive Genetic Algorithm for Image Retrieval, Applied Soft Computing, Vol. 11, No. 2, pp.1782-1791, 2011. {http://dx.doi.org/10.1016/j.asoc.2010.05.022}
  3. K. Diaz, F.J. Ferri, W. Diaz. Null Space based Image Recognition using Incremental Eigendecomposition, IbPRIA'11. Lect. Not in Comp Sci. Vol 6669, pp. 313-320, 2011. {http://dx.doi.org/10.1007/978-3-642-21257-4_39}
  4. A. Perez-Suay, F.J. Ferri, J.V. Albert. An Online Metric Learning Approach through Margin Maximization, IbPRIA'11. Lect. Not in Comp Sci. Vol 6669, pp. 500-507, 2011. {http://dx.doi.org/10.1007/978-3-642-21257-4_62}