TAR3-ARFAI + Consolider MIPRCV + TAR4-TIASA Projects

PUBLICATIONS

    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}

2010

  1. F.J. Ferri, K. Diaz-Chito, W. Diaz-Villanueva. Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors, ICDM'10. (OEDM Workshop),pp.1159-1166, 2010.{http://dx.doi.org/10.1109/ICDMW.2010.50}

  2. K. Diaz-Chito, F.J. Ferri, W. Diaz-Villanueva. Image recognition through incremental discriminative common vectors, Advanced Concepts for Intelligent Vision Systems, ACIVS'10, Part II, J. Blanc-Talon et al. (eds), Lect. Not. Comp. Sci. Vol. 6475, pp. 304-311, 2010. {http://dx.doi.org/10.1007/978-3-642-17691-3_28}

  3. M. Arevalillo and F.J. Ferri. Interactive image retrieval using smoothed nearest neighbour estimates. SSSPR'10. Structural, Syntactic and Statistical Pattern Recognition. E.R. Hancock et al. (eds). Lect. Not in Comp Sci. Vol 6218, pp. 708-717, 2010. {http://dx.doi.org/10.1007/978-3-642-14980-1_70}{video:http://videolectures.net/ssspr2010_ferri_iir/}

  4. A. Pérez-Suay, F.J. Ferri, Algunas consideraciones sobre aprendizaje de distancias mediante maximización del margen, Actas del V Simposio de Teoría y Aplicaciones de Minería de Datos. TAMIDA'10 (CEDI). pp. 83-91, 2010.

  5. K. Diaz-Chito, F.J. Ferri, Empirical evaluation of class-updating incremental discriminative common vector based face recognition, Actas del II Workshop de Reconocimiento de Formas y Análisis de Imágenes. WRFAI'10 (CEDI). pp. 125-132, 2010.

  6. M. Arevalillo and F.J. Ferri and J. Domingo. A naive relevance feedback model for content-based image retrieval using multiple similarity measures. Pattern Recognition, Vol. 43, No. 3, pp.619-629, 2010.{http://dx.doi.org/10.1016/j.patcog.2009.08.010}

  7. S. Moreno, M. Arevalillo and W. Diaz. A Linear Cost Algorithm to Compute the Discrete Gabor Transform, IEEE Trans. on Signal Processing, Vol. 58, No. 5, pp. 2667-2674, 2010. {http://dx.doi.org/10.1109/TSP.2010.2043137}

  8. W. Diaz, F.J. Ferri, V. Cerverón. Learning improved feature rankings through decremental input pruning for support vector based drug activity prediction, IEA/AIE'10, Part II, N. Pedrajas et al. (eds), Lect. Not in Artif. Intell. Vol 6097, pp. 653-661, 2010. {http://dx.doi.org/10.1007/978-3-642-13025-0_67}

    2009

  1. V. Yepes, E. Pellicer, F.J. Ferri. Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms, ISDA'09, IEEE Intl Conf. On Systems Design and Applications, Pisa, 2009. {http://dx.doi.org/10.1109/ISDA.2009.43}

  2. K. Diaz-Chito, F.J. Ferri and W. Diaz-Villanueva. Extracción de Características Mediante Vectores Comunes Discriminantes Extendidos con Kernels. Revista Iberoamericana de Inteligencia Artificial, Vol 13, No. 43, pp.1-15, 2009. {http://dx.doi.org/10.1441/ia.v13i43.1020} {http://erevista.aepia.org/index.php/ia/article/view/606/589}

  3. A. Perez-Suay, F.J. Ferri, J.V. Albert. A Random Extension for Discriminative Dimensionality Reduction and Metric Learning. IbPRIA'09. Lect. Not in Comp Sci. Vol 5524, pp. 370-377, 2009. {http://dx.doi.org/10.1007/978-3-642-02172-5_48}{dblp: http://dblp.uni-trier.de/rec/bibtex/conf/ibpria/Perez-SuayFA09}

  4. P. Moreno-Clari, M. Arevalillo-Herraez, V. Cerveron-Lleo. Data Analysis as a Tool for Optimizing Learning Management Systems. IEEE Int. Conf. On Advanced Learning Technologies, ICALT'09. pp.242-246, 2009. {http://dx.doi.org/10.1109/ICALT.2009.11}{dblp: http://dblp.uni-trier.de/rec/bibtex/conf/icalt/Moreno-ClariAC09}

  5. P. Moreno-Clari, M. Arevalillo-Herraez, V. Cerveron-Lleo. Metodología para la mejora continua de Sistemas de Gestión del Aprendizaje (LMS). IEEE Rev. Iberoamericana de Tecnol. Del Aprendizaje, Vol. 4, No. 4, pp.249-258, 2009. {http://webs.uvigo.es/cesei/RITA/200911/}{dblp: http://dblp.uni-trier.de/rec/bibtex/journals/ieee-rita/Moreno-ClariAC09}

  6. M. Arevalillo-Herráez and F.J. Ferri and S. Moreno-Picot. An interactive evolutionary approach for contents based image retrieval. IEEE Intl. Conf on Systems, Man and Cybernetics, SMC'09. pp.120-125, 2009. {http://dx.doi.org/10.1109/ICSMC.2009.5346135 }

  7. M. Arevalillo-Herraez and F.J. Ferri. Algoritmo evolutivo para la búsqueda de imágenes basada en el contenido. VI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB'09, 2009.

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    SUBMITTED

  1. K. Diaz, F.J. Ferri, W. Diaz. Incremental Discriminative Common Vectors using Relaxed Null Spaces, submitted, 2013.
  1. A. Pérez-Suay, F.J. Ferri. Buffered online metric learning, in preparation, 2013.

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