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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 6th October 2017

Rico Juan, Juan Ramón

Associate Professor

Go to the Staff page

In this page: contact : research : publications : links

Contact:
  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    juanra at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 2738

Other pages: Teaching, Personal

Research:

Curriculum Vitae:not available yet

Research Interests:classifier ensembles, 2D contour regularities, prototypes selection

Projects:

Publications:
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  1. Castellanos, F. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.
    "Oversampling imbalanced data in the string space"
    Pattern Recognition Letters, vol. 103, pp. 32--38 (2018)
    : bibtex : more info : DOI
  2. Gallego, A.J., Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation"
    Pattern Recognition, vol. 74, pp. 531-543 (2018)
    : bibtex : more info
  3. Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.; Iñesta, J. M.
    "A study of Prototype Selection algorithms for Nearest Neighbour in class-imbalanced problems"
    Proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-58837-7, pp. 335--343, Faro, Portugal (2017)
    : bibtex : pdf : more info
  4. Valero-Mas, J.J.; Calvo-Zaragoza, J.; Rico-Juan, J.R.; Iñesta, J.M.
    "An Experimental Study on Rank Methods for Prototype Selection"
    Soft Computing, vol. 21, pp. 5703-–5715 (2017)
    : bibtex : pdf : more info : DOI
  5. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Prototype Generation on Structural Data using Dissimilarity Space Representation"
    Neural Computing and Applications (2016)
    : bibtex : pdf : more info : DOI
  6. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Selecting promising classes from generated data for an efficient multi-class NN classification"
    Soft Computing (2016)
    : bibtex : pdf : more info : DOI
  7. Valero-Mas, J.J.; Calvo-Zaragoza, J.; Rico-Juan, J.R.
    "On the suitability of Prototype Selection methods for kNN classification with distributed data"
    Neurocomputing, vol. 203, pp. 150-160 (2016)
    : bibtex : pdf : more info : DOI
  8. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Prototype Generation on Structural Data using Dissimilarity Space Representation: A Case of Study"
    7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-19389-2, pp. 72-82, Santiago de Compostela, Spain (2015)
    : bibtex : pdf : more info
  9. Calvo-Zaragoza, J; Valero-Mas, J. J.; Rico-Juan, J. R
    "Improving kNN multi-label classification in Prototype Selection scenarios using class proposals"
    Pattern Recognition, vol. 48, pp. 1608-1622 (2015)
    : bibtex : pdf : more info : DOI
  10. Rico-Juan, J. R; Calvo-Zaragoza, Jorge
    "Improving classification using a Confidence Matrix based on weak classifiers applied to OCR"
    Neurocomputing, vol. 151, pp. 1354–1361 (2015)
    : bibtex : pdf : more info : DOI
  11. Abreu, J.; Rico-Juan, J. R.
    "A New Iterative Algorithm for Computing a Quality Approximated Median of Strings based on Edit Operations"
    Pattern Recognition Letters, vol. 36, pp. 74--80 (2014)
    : bibtex : more info
  12. Rico-Juan, J. R.; Iñesta, J. M.
    "Adaptive training set reduction for nearest neighbor classification"
    Neurocomputing, vol. 138, pp. 316--324 (2014)
    : bibtex : more info
  13. Abreu, J.; Rico-Juan, J. R.
    "An improved fast edit approach for two-string approximated mean computation applied to OCR"
    Pattern Recognition Letters, vol. 34, pp. 496---504 (2012)
    : bibtex : more info
  14. Rico-Juan, J. R.; Iñesta, J. M.
    "New rank methods for reducing the size of the training set using the nearest neighbor rule"
    Pattern Recognition Letters, vol. 33, pp. 654--660 (2012)
    : bibtex : pdf : more info : DOI
  15. Rico-Juan, J. R.; Iñesta, J. M.
    "Confidence voting method ensemble applied to off-line signature verification"
    Pattern Analysis and Applications, vol. 15, pp. 113--120 (2012)
    : bibtex : pdf : more info
  16. Abreu. J; Rico-Juan, J. R.
    "Characterization of contour regularities based on the Levenshtein edit distance"
    Pattern Recognition Letters, vol. 32, pp. 1421-1427 (2011)
    : bibtex : pdf : more info
  17. J. R. Rico-Juan; J. I Abreu
    "A new editing scheme based on a fast two-string median computation applied to OCR"
    Structural, Syntactic, and Statistical Pattern Recognition, ISBN: 978-3-642-14979-5, pp. 748--756, Cesme, Izmir, Turkey (2010)
    : bibtex : more info
  18. Abreu J.I.; Rico-Juan, J. R.
    "Contour regularity extraction based on string edit distance"
    Lecture Notes in Computer Science, vol. 5524, pp. 160-167, Pòvoa de Varzim, Portugal (2009)
    : bibtex : more info
  19. Juan Ramón Rico-Juan and Jose M. Iñesta
    "Normalisation of confidence voting methods applied to a fast handwritten OCR classification"
    Advances in Soft Computing. Computer Recognition Systems 2, vol. 45, pp. 405-412 (2007)
    : bibtex : pdf
  20. Rico-Juan J. R. and Iñesta J. M.
    "An edit distance for ordered vector sets with application to character recognition"
    Pattern Recognition; Progress, Directions and Applications, ISBN: 84-933652-6-2, pp. 54-62 (2006)
    : bibtex : pdf : more info
  21. Rico-Juan J. R. and Iñesta J. M.
    "Edit Distance for Ordered Vector Sets: A Case of Study"
    Lecture Notes in Computer Science. Structural, Syntactic, and Statistical Pattern Recognition, vol. 4109, pp. 200--207 (2006)
    : bibtex : pdf : more info
  22. Rico, J.R.; Iñesta, J.M.
    "Ordered vector set for binary image desccription and an application to handwritten character recognition task"
    Proc. I Workshop sobre Reconocimiento de Formas y Análisis de Imágenes, CEDI 2005, pp. 107-112 (2005)
    : bibtex : pdf
  23. Rico-Juan, J. R.; Calera-Rubio, J.; Carrasco, R. C.
    "Smoothing and compression with stochastic k-testable tree languages"
    Pattern Recognition, vol. 38, pp. 1420--1430 (2005)
    : bibtex : more info
  24. Rico-Juan, J. R.; Micó, L
    "Finding significant points for a handwritten classification task"
    0302-9743 - Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 3211, pp. 440-446 (2004)
    : bibtex : pdf
  25. Carrasco, R. C.; Rico-Juan, J. R.
    "A similarity between probabilistic tree languages: application to XML document families"
    Pattern Recognition, vol. 36(9) (2003)
    : bibtex : pdf : more info
  26. Rico-Juan, J. R.; Micó, L.
    "Comparison of AESA and LAESA search algorithms using string and tree edit distances"
    Pattern Recognition Letters, vol. 24(9), pp. 1427-1436 (2003)
    : bibtex : pdf : more info
  27. Rico-Juan, J. R.; Micó, L.
    "Some results about the use of tree/string edit distances in a nearest neighbour classification task"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2652, pp. 821-828 (2003)
    : bibtex : pdf : more info
  28. Rico-Juan, J.R.; Calera-Rubio, J.; Carrasco, R.C.
    "Stochastic k-testable tree languages and applications"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 2484, pp. 199-212 (2003)
    : bibtex
  29. Carrasco, R.C.; Rico-Juan, J.R
    "A similarity between probabilistic tree languages: application to XML document families"
    0031-3203 - Pattern Recognition, pp. - (2002)
    : bibtex : ps
  30. Rico-Juan, J.R.; Calera-Rubio, J.
    "Evaluation of handwritten character recognizers using tree-edit-distance and fast nearest neighbour search"
    2nd International Workshop on Pattern Recognition in Information Systems, pp. 326-335, Alicante (2002)
    : bibtex : more info
  31. Rico-Juan, Juan-Ramón
    "Inferencia estocástica y aplicaciones de los lenguajes de árboles"
    PhD Thesis. Supervisors:
    Universidad de Alicante, Departamento de Lenguajes y Sistemas Informáticos (2001)
    : bibtex : more info
  32. Rico-Juan, J.R.; Calera-Rubio, J.; Carrasco, R.C.
    "Lossless compression of surfaces described as points"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence. Advances in Pattern Recognition, vol. 1876, pp. 457-461 (2000)
    : bibtex : more info
  33. Rico-Juan, J.R.; Calera-Rubio, J.; Carrasco, R.C.
    "Probabilistic k-testable tree-languages"
    Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence, vol. 1891, pp. 221-228 (2000)
    : bibtex : more info
  34. Rico-Juan, J. R.
    "Off-line cursive handwritten word recognition based on tree extraction and an optimized classification distance"
    Proceedings of the VIII Simposium of Pattern Recognition and Image Analysis, pp. 15-16, Bilbao, Spain (1999)
    : bibtex : pdf : more info
  35. Rico-Juan, Juan Ramón
    "Esquemas Algorítmicos"
    Universidad de Alicante, , ISBN: 84-7908-481-2, Alicante (1999)
    : bibtex : more info
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