Juan Ramón Rico

Juan Ramón Rico-Juan
Permanent Lecturer

  • Departament of Software and Computing Systems
  • JuanRamonRico[at]ua.es
  • +34 965 90 34 00 or +34 965 90 37 72 (ext. 2738)

Academic data

Research

Interest Issues

  • Adaptive Learning Algorithms,
  • Ensemble Classifiers,
  • Edit Distances,
  • Dissimilarity Measures,
  • Prototypes Selection and Generation for Classification,
  • 2D contour regularities

Publications

2018

Gallego, A. J., Calvo-Zaragoza, J., Valero-Mas, J. J., and Rico-Juan, J. R. (2017). Clustering-based k-Nearest Neighbor Classification for Large-Scale Data with Neural Codes Representation. Pattern Recognition, 74(1):531–543, (Impact Factor: 3.096 - Q1 - JCR). [ bib | DOI | http ] (+Abstract-)

2017

Calvo-Zaragoza, J., Valero-Mas, J. J., and Rico-Juan, J. R. (2017). Prototype Generation on Structural Data using Dissimilarity Space Representation. Neural Computing and Applications, 28(9):2415–2424, ( Impact Factor: 1.569 - Q2 - JCR). [ bib | DOI | http ] (+Abstract-)

Valero-Mas, J. J., Calvo-Zaragoza, J., and Rico-Juan, J. R. (2017a). An Experimental Study on Rank Methods for Prototype Selection. Soft Computing, 21(19):5703–5715, (Impact Factor: 1.271 - Q2 - JCR). [ bib | DOI | http ] (+Abstract-)

Valero-Mas, J. J., Calvo-Zaragoza, J., and Rico-Juan, J. R. (2017b). Selecting promising classes from generated data for an efficient multi-class Nearest Neighbor classification. Soft Computing, 21(20):6183–6189, (Impact Factor: 1.271 - Q2 - JCR). [ bib | DOI | http ] (+Abstract-)

2016

Valero-Mas, J. J., Calvo-Zaragoza, J., and Rico-Juan, J. R. (2016). On the suitability of Prototype Selection methods for kNN classification with distributed data. Neurocomputing, 203:150–160, (Impact Factor: 2.392 - Q1 - JCR). [ bib | DOI | http ] (+Abstract-)

2015

Rico-Juan, J. R. and Calvo-Zaragoza, J. (2015). Improving classification using a Confidence Matrix based on weak classifiers applied to OCR. Neurocomputing, 151:1354–1361, (Impact Factor: 2.392 - Q1 - JCR). [ bib | http ] (+Abstract-)

Calvo-Zaragoza, J., Valero-Mas, J. J., and Rico-Juan, J. R. (2015). Improving kNN multi-label classification in Prototype Selection scenarios using class proposals. Pattern Recognition, 48(5):1608–1622, (Impact Factor: 3.096 - Q1 - JCR). [ bib | DOI | http ] (+Abstract-)

2014

Rico-Juan, J. R. and Iñesta, J. M. (2014). Adaptive training set reduction for nearest neighbor classification. Neurocomputing, 38(1):316–324, (Impact Factor: 2.083 - Q2 - JCR). [ bib | http ] (+Abstract-)

Abreu, J. and Rico-Juan, J. R. (2014). A New Iterative Algorithm for Computing a Quality Approximated Median of Strings based on Edit Operations. Pattern Recognition Letters, 36:74–80, (Impact Factor: 1.551 - Q2 - JCR). [ bib ] (+Abstract-)

2013

Abreu, J. and Rico-Juan, J. R. (2013). An improved fast edit approach for two-string approximated mean computation applied to OCR. Pattern Recognition Letters, 34(5):496—504, (Impact Factor: 1.226 - Q2 - JCR). [ bib | http ] (+Abstract-)

2012

Rico-Juan, J. R. and Iñesta, J. M. (2012a). Confidence voting method ensemble applied to off-line signature verification. Pattern Analysis and Applications, 15(2):113–120, (Impact Factor: 0.814 - Q3 - JCR). [ bib ] (+Abstract-)

Rico-Juan, J. R. and Iñesta, J. M. (2012b). New rank methods for reducing the size of the training set using the nearest neighbor rule. Pattern Recognition Letters, 33(5):654–660, (Impact Factor: 1.226 - Q2 - JCR). [ bib | http ] (+Abstract-)

2011

Abreu, J. and Rico-Juan, J. R. (2011). Characterization of contour regularities based on the Levenshtein edit distance. Pattern Recognition Letters, 32:1421–1427, (Impact Factor: 1.034 - Q3 - JCR). [ bib ] (+Abstract-)

2010

Rico-Juan, J. R. and Abreu, J. I. (2010). A new editing scheme based on a fast two-string median computation applied to OCR. In Hancok, E. R., Wilson, R. C., Ilkay, T. W., and Escolano, F., editors, Structural, Syntactic, and Statistical Pattern Recognition, number 6218 in Lecture Notes in Computer Science, pages 748–756. Springer. [ bib ] (+Abstract-)

2009

Rico-Juan, J. R. (2009). Creating synchronised presentations for mobile devices using open source tools. In Proceedings of the 2009 International Conference on e-Learning, e-Business, Enterprise Information Systems and e-Government, pages 50–52, Las Vegas, Nevada, USA. CSREA Press. [ bib | .pdf ] (+Abstract-)

Abreu, J. I. and Rico-Juan, J. R. (2009). Contour regularity extraction based on string edit distance. In Pattern Recognition and Image Analysis. IbPRIA 2009, Lecture Notes in Computer Science, pages 160–167, Póvoa de Varzim, Portugal. Springer. [ bib | .pdf ] (+Abstract-)

2007

Rico-Juan, J. R. and Iñesta, J. M. (2007). Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification. In Kurzynski, M., Puchala, E., Wozniak, M., and Zolnierek, A., editors, Computer Recognition Systems 2, number 45 in Advances in Soft Computing, pages 405–412, Wroclaw, Poland. Springer. [ bib | .pdf ] (+Abstract-)

Rico-Juan, J. R. and Carrasco, R. C. (2007a). How to create an efficient audiovisual slide presenter. In IADAT-e2007. 4th. IADAT Interntional Conference on Education, volume 1, pages 40–43, Palma de Mallorca, (Spain). International Association for the Development of Advances in Technology (IADAT). [ bib ] (+Abstract-)

Rico-Juan, J. R. and Carrasco, R. C. (2007b). How to do easy video presentaions using open source tools. In International Technology, Education and Development Conference (INTED), volume 1, pages 30–31, Valencia, (Spain). International Association of Technology, Education and Development (IATED). [ bib | http ] (+Abstract-)

2006

Rico-Juan, J. R. and Iñesta, J. M. (2006a). Edit Distance for Ordered Vector Sets: A Case of Study. In Yeung, D., Kwok, J. T., Fred, A., Roli, F., and de Ridder, D., editors, Structural, Syntactic, and Statistical Pattern Recognition, number 4109 in Lecture Notes in Computer Science, pages 200–207, Hong Kong, China. Springer. [ bib | .pdf ] (+Abstract-)

Rico-Juan, J. R. and Iñesta, J. M. (2006b). An edit distance for ordered vector sets with application to character recognition, volume 1, chapter 4, pages 54–62. Computer Vision Center. [ bib | .ps ] (+Abstract-)

2005

Rico-Juan, J. R., Calera-Rubio, J., and Carrasco, R. C. (2005). Smoothing and Compression with Stochastic k-testable Tree Languages. Pattern Recognition, 38(9):1420–1430, (Impact Factor: 2.607 - Q1 - JCR). [ bib ] (+Abstract-)

2004

Rico-Juan, J. R. and Micó, L. (2004). Finding significant points for a handwritten classification task. In Campilho, A. and Kamel, M., editors, International Conference on Image Analysis and Recognition, number 3211 in Lecture Notes in Computer Science, pages 440–446, Porto, Portugal. Springer. [ bib | .pdf ] (+Abstract-)

2003

Rico-Juan, J. R. and Micó, L. (2003b). Some Results about the Use of Tree/String Edit Distances in a Nearest Neighbour Classification Task. In Goos, G., Hartmanis, J., and van Leeuwen, J., editors, Pattern Recognition and Image Analysis, number 2652 in Lecture Notes in Computer Science, pages 821–828, Puerto Andratx, Mallorca, Spain. Springer. [ bib | .pdf ] (+Abstract-)

Rico-Juan, J. R. and Micó, L. (2003a). Comparison of AESA and LAESA search algorithms using string and tree edit distances. Pattern Recognition Letters, 24(9):1427–1436, (Impact Factor: 0.809 - Q3 - JCR). [ bib | .pdf ] (+Abstract-)

Carrasco, R. C. and Rico-Juan, J. R. (2003). A similarity between probabilistic tree languages: application to XML document families. Pattern Recognition, 36(9), (Impact Factor: 1.611 - Q1 - JCR). [ bib ] (+Abstract-)

2002

Rico-Juan, J. R., Calera-Rubio, J., and Carrasco, R. C. (2002). Stochastic k-testable Tree Languages and Applications. In Adriaans, P., Fernau, H., and van Zaanen, M., editors, Grammatical Inference: Algorithms and Applications. ICGI 2002, number 2484 in Lecture Notes in Artificial Intelligence, pages 199–212, Amsterdam (Nederland). Springer-Verlag. [ bib ] (+Abstract-)

Rico-Juan, J. R. and Calera-Rubio, J. (2002). Evaluation of handwritten character recognizers using tree-edit-distance and fast nearest neighbour search. In Iñesta, J. M. and Micó, L., editors, Pattern Recognition in Information Systems, pages 326–335, Alicante (Spain). ICEIS PRESS. [ bib | .pdf ] (+Abstract-)

2001

Rico-Juan, J. R. (2001). Inferencia estocástica y aplicaciones de los lenguajes de árboles. PhD thesis, Universidad de Alicante, Departamento de Lenguajes y Sistemas Informáticos. [ bib | .pdf ] (+Abstract-)

2000

Rico-Juan, J. R., Calera-Rubio, J., and Carrasco, R. C. (2000b). Probabilistic k-testable tree-language. In Oliveira, A. L., editor, Proceedings of 5th International Colloquium, volume 1891 of Lecture Notes in Computer Science, pages 221–228, Lisboa (Portugal). Springer-Verlag. [ bib | .ps.gz | .pdf ] (+Abstract-)

Rico-Juan, J. R., Calera-Rubio, J., and Carrasco, R. C. (2000a). Lossless compression of surfaces described as points. In Ferri, F. J., Iñesta, J. M., Amin, A., and Pudil, P., editors, Advances in Pattern Recognition, volume 1876 of Lecture Notes in Computer Science, pages 457–461, Berlin. Springer-Verlag. [ bib ] (+Abstract-)

1999

Rico-Juan, J. R. (1999b). Off-line cursive handwritten word recognition based on tree extraction and an optimized classification distance. In Torres, M. I. and Sanfeliu, A., editors, Pattern Recognition and Image Analysis: Proceedings of the VII Symposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, volume 3, pages 15–16, Bilbao (Spain). [ bib | .ps.gz | .pdf ] (+Abstract-)

Rico-Juan, J. R. (1999a). Esquemas Algorítmicos. Publicaciones de la Universidad de Alicante. [ bib ] (+Abstract-)

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