Publications

• Year 2010:

   

• Adrià Giménez, Ihab Khoury, and Alfons Juan.   Windowed Bernoulli Mixture HMMs for Arabic Handwritten Word Recognition.   In Proc. of the 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), pages 533-538, Kolkata (India), November 2010.    Available:  bib.

   

• Alfons Juan, Verónica Romero, Joan-Andreu Sánchez, Nicolás Serrano, Alejandro H. Toselli, and Enrique Vidal.   Handwritten text recognition for ancient documents.   In Proc. of the 1st Workshop on Applications of Pattern Analysis (WAPA 2010), volume 11 of Journal of Machine Learning Research: Workshop and Conference Proceedings, pages 58-65, Windsor (UK), September 2010.   http://jmlr.csail.mit.edu/proceedings/papers/v11/.    Available:  bib.

   

• Antonio Lagarda, Jorge Civera, Alfons Juan, and Francisco Casacuberta.   Interactive pattern recognition and human language technology for digital audiovisual content processing.   In Proc. of the 1st Workshop on Applications of Pattern Analysis (WAPA 2010), volume 11 of Journal of Machine Learning Research: Workshop and Conference Proceedings, pages 103-110, Windsor (UK), September 2010.   http://jmlr.csail.mit.edu/proceedings/papers/v11/.    Available:  bib.

   

• J. González-Rubio, J. Civera, A. Juan, and F. Casacuberta.   Saturnalia: A Latin-Catalan Parallel Corpus for Statistical MT.   In Proc. of the 7th Language Resources and Evaluation Conf. (LREC 2010), pages 3405-3408, Valleta (Malta), May 2010.    Available:  bib.

   

• Ihab Khoury, Adrià Giménez, and Alfons Juan.   Arabic Handwritten Word Recognition Using Bernoulli Mixture HMMs.   In Proc. of the 3rd Palestinian Int. Conf. on Computer and Information Technology (PICCIT 2010), Hebron (Palestine), March 2010.    Available:  bib.

   

• Jesus Andres-Ferrer and Alfons Juan.   Constrained domain maximum likelihood estimation for naive bayes text classification.   Pattern Analysis and Applications, 13:189-196, 2010.    Available:  bib.

   

• Nicolás Serrano, Adrià Giménez, Albert Sanchis, and Alfons Juan.   Active Learning Strategies for Handwritten Text Transcription.   In Proc. of the 12th Int. Conf. on Multimodal Interfaces and the 7th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI 2010), Beijing (China), November 2010.    Available:  bib.

   

• Nicolás Serrano, Albert Sanchis, and Alfons Juan.   Balancing error and supervision effort in interactive-predictive handwriting recognition.   In Proc. of the 14th Int. Conf. on Intelligent User Interfaces (IUI 2010), pages 373-376, Hong Kong (China), February 2010.    Available:  bib.

   

• Nicolás Serrano, Daniel Pérez, Lionel Tarazón, Oriol Ramos, Adrià Giménez, Jesús Andrés, and Alfons Juan.   The GIDOC prototype.   ICML Workshop on Machine Learning Open Source Software (MLOSS 2010), Haifa (Israel), GIDOC 1.1 edition, June 2010.   http://mloss.org/software/view/245/.    Available:  bib.

   

• Oriol Ramos-Terrades, Alejandro H. Toselli, Nicolás Serrano, Verónica Romero, Enrique Vidal, and Alfons Juan.   Interactive Layout Analysis and Transcription Systems for Historic Handwritten Documents.   In Proc. of 10th ACM Symposium on Document Engineering (DocEng2010), pages 219-222, Manchester (UK), September 2010.    Available:  bib.

   

• O. Ramos-Terrades, N. Serrano, A. Gordó, E. Valveny, and A. Juan.   Interactive-predictive detection of handwritten text blocks.   In Document Recognition and Retrieval XVII (Proc. of SPIE-IS&T Electronic Imaging), pages 75340Q-(1-10), San Jose, CA (USA), January 2010.    Available:  bib.

   

• N. Serrano, F. Castro, and A. Juan.   The RODRIGO database.   In Proc. of the 7th Language Resources and Evaluation Conf. (LREC 2010), pages 2709-2712, Valleta (Malta), May 2010.    Available:  bib.

   

• N. Serrano, L. Tarazón, D. Pérez, O. Ramos Terrades, and A. Juan.   The GIDOC Prototype.   In Proc. of the 10th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2010), pages 82-89, Madeira (Portugal), June 2010.    Available:  bib. Year 2009:

   

• Daniel Pérez, Lionel Tarazón, Nicolas Serrano, Francisco-Manuel Castro, Oriol Ramos-Terrades, and Alfons Juan.   The GERMANA database.   In Proc. of the 10th Int. Conf. on Document Analysis and Recognition (ICDAR 2009), pages 301-305, Barcelona (Spain), July 2009.    Available:  bib.

   

• A. Giménez and A. Juan.   Bernoulli HMMs at Subword Level for Handwritten Word Recognition.   In Proc. of the 4th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2009), volume 5524 of Lecture Notes in Computer Science, pages 497-504, Póvoa de Varzim (Portugal), June 2009. Springer-Verlag.    Available:  bib.

   

• A. Giménez and A. Juan.   Embedded Bernoulli Mixture HMMs for Handwritten Word Recognition.   In Proc. of the 10th Int. Conf. on Document Analysis and Recognition (ICDAR 2009), pages 896-900, Barcelona (Spain), July 2009.    Available:  bib.

   

• A. Giménez and A. Juan.   Embedded Bernoulli Mixture HMMs for Continuous Handwritten Text Recognition.   In Proc. of the 13th Int. Conf. on Computer Analysis of Images and Patterns (CAIP 2009), volume 5702 of Lecture Notes in Computer Science, pages 197-204, Münster (Germany), September 2009. Springer-Verlag.    Available:  bib.

   

• Jesús Andrés-Ferrer and Alfons Juan.   A phrase-based hidden semi-markov approach to machine translation.   In Proc. of the Annual Meeting of the European Association for Machine Translation (EAMT 2009), pages 168-175, Barcelona (Spain), May 2009.    Available:  bib   pdf(410Kb).

   

• Nicolás Serrano, Daniel Pérez, Alberto Sanchis, and Alfons Juan.   Adaptation from Partially Supervised Handwritten Text Transcriptions.   In Proc. of the 11th Int. Conf. on Multimodal Interfaces and the 6th Workshop on Machine Learning for Multimodal Interaction (ICMI-MLMI 2009), pages 289-292, Cambridge, MA (USA), November 2009.    Available:  bib.

   

• D. Pinto, J. Civera, A. Barrón-Cedeño, A. Juan, and P. Rosso.   A statistical approach to crosslingual natural language tasks.   Journal of Algorithms Cognition, Informatics and Logic, 64(1):51-60, January 2009.    Available:  bib.

   

• L. Tarazón, D. Pérez, N. Serrano, V. Alabau, O. Ramos Terrades, A. Sanchis, and A. Juan.   Confidence Measures for Error Correction in Interactive Transcription of Handwritten Text.   In Proc. of the 15th Int. Conf. on Image Analysis and Processing (ICIAP 2009), volume 5716 of Lecture Notes in Computer Science, pages 567-574, Vietri sul Mare (Italy), September 2009. Springer-Verlag.    Available:  bib. Year 2008:

   

• Alfons Juan-Císcar and Gemma Sánchez Albadalejo, editors.   Pattern recognition in information systems.   INSTICC PRESS, Barcelona (Spain), June 2008.   ISBN 978-989-8111-42-5.    Available:  bib.

   

• Alberto Barrón-Cedeño, Paolo Rosso, David Pinto, and Alfons Juan.   On Cross-Lingual Plagiarism Analysis using a Statistical Model.   In Proc. of the ECAI 2008 Workshop on Uncovering Plagiarism, Authorship and Social Software Misuse (PAN-08), pages 9-13, Patras (Greece), July 2008.    Available:  bib.

   

• Alfons Juan.   GIDOC: Gimp-based Interactive analysis and transcription of old DOCuments.   In Proc. of the 4th Meeting of the Spanish Thematic Network on Audio-Visual Signal Processing in Advanced Multimodal Interfaces (TIN2006-26901-E), Alacant (Spain), December 2008.    Available:  bib   demo1a.avi(10350Kb)   demo1b.avi(3258Kb)   demo2.avi(12368Kb)   pdf(418Kb).

   

• J. Andrés-Ferrer, A. Juan-Císcar, and F. Casacuberta.   Statistical estimation of rational transducers applied to machine translation.   Applied Artificial Intelligence, 22(1-2):4-22, 2008.    Available:  bib.

   

• J. Civera and A. Juan.   Unigram-IBM Model 1 Mixtures for Bilingual Text Classification.   In Proc. of the 6th Language Resources and Evaluation Conf. (LREC'08), Marrakesh (Morocco), May 2008.    Available:  bib.

   

• J. Civera and A. Juan.   Word alignment quality in the IBM 2 mixture model.   In Proc. of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008), pages 93-102, Barcelona (Spain), June 2008.    Available:  bib.

   

• David Pinto, Jorge Civera, Alfons Juan, Paolo Rosso, and Alberto Barrón-Cedeño.   A statistical approach to crosslingual natural language tasks.   In Proc. of the 4th Latin American Workshop on Non-Monotonic Reasoning 2008 (LANMR'08), Puebla (México), October 2008.    Available:  bib.

   

• C. Estienne, A. Sanchis, A. Juan, and E. Vidal.   Maximum entropy models for speech confidence estimation.   In Proc. of the 2008 IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'08), pages 4421-4424, Las Vegas (USA), April 2008.    Available:  bib.

   

• A. Giménez-Pastor and A. Juan-Císcar.   Bernoulli HMMs for Off-line Handwriting Recognition.   In Proc. of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008), pages 86-91, Barcelona (Spain), June 2008.    Available:  bib.

   

• Jesús González-Rubio, German Sanchis-Trilles, Alfons Juan, and Francisco Casacuberta.   A Novel alignment model inspired on IBM Model 1.   In Proc. of 12th Annual Conf. of the European Association for Machine Translation (EAMT 2008), pages 47-56, Hamburg (Germany), September 2008.    Available:  bib.

   

• Mauricio Villegas, Roberto Paredes, Alfons Juan, and Enrique Vidal.   Face verification on color images using local features.   In Proc. of the IEEE Computer Society Workshop on Biometrics (in association with CVPR 2008), Anchorage (USA), June 2008.    Available:  bib.

   

• R. Sánchez-Sáez, A. Juan, T. Umezaki, Y. Inoue, M. Hoguro, and S. Takefumi.   Improvements in detection and classication of passing objects for a security system.   In Proc. of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008), pages 205-212, Barcelona (Spain), June 2008.    Available:  bib. Year 2007:

   

• Alberto Sanchis, Alfons Juan, and Enrique Vidal.   Estimation of Confidence Measures for Machine Translation.   In Proc. of the Machine Translation Summit XI, pages 407-412, Copenhagen (Denmark), September 2007.    Available:  bib.

   

• Alfons Juan, David Vilar, and Hermann Ney.   Bridging the Gap between Naive Bayes and Maximum Entropy.   In Proc. of the 7th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2007), pages 59-65, Funchal (Portugal), June 2007.    Available:  bib.

   

• J. Andrés-Ferrer and A. Juan-Císcar.   A phrase-based hidden Markov model approach to machine translation.   In Proc. of the METIS-II Workshop New Approaches to Machine Translation, pages 57-62, Leuven (Belgium), January 2007.    Available:  bib.

   

• César Martínez, Francisco Casacuberta, and Alfons Juan.   Iterative Contextual Recurrent Classification of Chromosomes.   Neural Processing Letters, 26(3):159-175, 2007.    Available:  bib.

   

• David Pinto, Alfons Juan, and Paolo Rosso.   Using Query-Relevant Documents Pairs for Cross-Lingual Information Retrieval.   In Proc. of the 10th Int. Conf. on Text, Speech and Dialogue (TSD 2007), volume 4629 of Lecture Notes in Artificial Intelligence, pages 630-637, Pilsen (Czech Republic), September 2007. Springer-Verlag.    Available:  bib.

   

• Jorge Civera and Alfons Juan.   Domain Adaptation in Statistical Machine Translation with Mixture Modelling.   In Proc. of the 2nd Workshop on Statistical Machine Translation, pages 177-180, Prague (Czech Republic), June 2007. Association for Computational Linguistics.    Available:  bib.

   

• Juan M. García-Gómez, Montserrat Robles, Sabine Van Huffel, and Alfons Juan-Císcar.   Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data.   In Proc. of the 3rd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007), volume 4478 of Lecture Notes in Computer Science, pages 266-273. Springer-Verlag, Girona (Spain), June 2007.    Available:  bib.

   

• Juan M. García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, and Montserrat Robles.   Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.   In Proc. of the 9th International Work-Conference on Artificial Neural Networks (IWANN'2007), volume 4507 of Lecture Notes in Computer Science, pages 1012-1019. Springer-Verlag, San Sebastián (Spain), June 2007.    Available:  bib.

   

• Rafael Llobet, Juan C. Pérez-Cortés, Alejandro H. Toselli, and Alfons Juan.   Computer-aided detection of prostate cancer.   International Journal of Medical Informatics, 76(7):547-556, 2007.    Available:  bib.

   

• Verónica Romero, Adrià Giménez, and Alfons Juan.   Explicit Modelling of Invariances in Bernoulli Mixtures for Binary Images.   In Proc. of the 3rd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007), volume 4477 of Lecture Notes in Computer Science, pages 539-546, Girona (Spain), June 2007. Springer-Verlag.    Available:  bib.

   

• Vicente Alabau, Francisco Casacuberta, Enrique Vidal, and Alfons Juan.   Inference of Stochastic Finite-State Transducers Using N-gram Mixtures.   In Proc. of the 3rd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007), volume 4478 of Lecture Notes in Computer Science, pages 282-289. Springer-Verlag, Girona (Spain), June 2007.    Available:  bib. Year 2006:

   

• V. Alabau, J. Andrés, F. Casacuberta, J. Civera, J. García-Hernández, A. Giménez, A. Juan, A. Sanchis, and E. Vidal.   The naive Bayes model, generalisations and applications.   In F. Pla, P. Radeva, and J. Vitrià, editors, Pattern Recognition: Progress, Directions and Applications, pages 162-179. Centre de Visió per Computador, 2006.   ISBN 84-933652-6-2.    Available:  abstract   bib   pdf(185Kb).

   

• V. Alabau, J. M. Benedí, F. Casacuberta, A. Juan, C. D. Martínez-Hinarejos, M. Pastor, L. Rodríguez, J. A. Sánchez, A. Sanchis, and E. Vidal.   Pattern Recognition Approaches for Speech Recognition Applications.   In F. Pla, P. Radeva, and J. Vitrià, editors, Pattern Recognition: Progress, Directions and Applications, pages 21-40. Centre de Visió per Computador, 2006.   ISBN 84-933652-6-2.    Available:  bib.

   

• Antonio Miguel, Eduardo Lleida, Alfons Juan, Luis Buera, Alfonso Ortega, and Oscar Saz.   Local Transformation Models for Speech Recognition.   In Proc. of the 9th Int. Conf. on Spoken Language Processing (Interspeech 2006 - ICSLP), pages 1598-1601, Pittsburgh (USA), September 2006.    Available:   abstract(2Kb)   bib.

   

• Davide Buscaldi, Paolo Rosso, Mikhail Alexandrov, and Alfons Juan.   Sense Cluster Based Categorization and Clustering of Abstracts.   In Proc. of 7th Int. Conf. on Intelligent Text Processing and Computational Linguistics (CICLing-2006), volume 3878 of Lecture Notes in Computer Science, pages 547-550, Mexico City, February 2006. Springer-Verlag.    Available:  abstract   bib.

   

• David Pinto, Paolo Rosso, Alfons Juan, and Héctor Jiménez-Salazar.   A Comparative Study of Clustering Algorithms on Narrow-Domain Abstracts.   Procesamiento del Lenguaje Natural, 37:43-49, September 2006.    Available:  bib.

   

• J. García-Hernández, A. H. Toselli, J. Arlandis, R. Paredes, R. Llobet, A. Juan, J. C. Pérez Cortés, J. Cano, A. Pérez, E. Vidal, and F. Casacuberta.   OCR Research in PRHLT Group.   In F. Pla, P. Radeva, and J. Vitrià, editors, Pattern Recognition: Progress, Directions and Applications, pages 106-125. Centre de Visió per Computador, 2006.   ISBN 84-933652-6-2.    Available:  bib.

   

• Jesús Andrés and Alfons Juan.   Máxima verosimilitud con dominio restringido aplicada a clasificación de textos.   In Proc. of the "Campus Multidisciplinar en Percepción e Inteligencia" (CMPI-2006), volume II, pages 791-803, Albacete (Spain), July 2006.   (In Spanish).    Available:  bib.

   

• Jorge Civera and Alfons Juan.   Multinomial Mixture Modelling for Bilingual Text Classification.   In Proc. of the 6th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2006), pages 93-103, Paphos (Cyprus), May 2006.    Available:  abstract   bib   pdf(449Kb).

   

• Jorge Civera and Alfons Juan.   Bilingual Machine-Aided Indexing.   In Proc. of the 5th Int. Conf. on Language Resources and Evaluation (LREC 2006), pages 1302-1305, Genoa (Italy), may 2006.    Available:  abstract   bib   pdf(375Kb).

   

• Jorge Civera and Alfons Juan.   Mixtures of IBM Model 2.   In Proc. of the 11th Annual Conf. of the European Assoc. for Machine Translation (EAMT 2006), pages 159-167, Oslo (Norway), June 2006.    Available:  abstract   bib   pdf(134Kb).

   

• B. Nácher, S. Alemany, J. C. González, E. Alcántara, J. García-Hernández, S. Heras, and A. Juan.   A Footwear Fit Classification Model Based on Anthropometric Data.   In Proc. of the SAE Digital Human Modeling for Design and Engineering Conf., Lyon (France), July 2006.    Available:  bib   pdf(460Kb).

   

• A. H. Toselli, M. Pastor, V. Romero, A. Juan, E. Vidal, and F. Casacuberta.   Off-line and On-line Continuous Handwritten Text Recognition in PRHLT Group.   In F. Pla, P. Radeva, and J. Vitrià, editors, Pattern Recognition: Progress, Directions and Applications, pages 146-161. Centre de Visió per Computador, 2006.   ISBN 84-933652-6-2.    Available:  abstract   bib   pdf(500Kb). Year 2005:

   

• J. Andrés, J. Navarro, A. Juan, and F. Casacuberta.   Word Translation Disambiguation using Multinomial Classifiers.   In Proc. of 2nd Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2005, volume 3523 of Lecture Notes in Computer Science, pages 622-629, Estoril (Portugal), June 2005. Springer-Verlag.    Available:  bib.

   

• J. Civera, E. Cubel, A. Juan, and E. Vidal.   Different approaches to bilingual text classification based on grammatical inference techniques.   In Proc. of 2nd Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2005, volume 3523 of Lecture Notes in Computer Science, pages 630-637, Estoril (Portugal), June 2005. Springer-Verlag.    Available:  bib.

   

• J. García-Hernández, S. Heras, A. Juan, R. Paredes, B. Nácher, S. Alemany, E. Alcántara, and J. C. González.   The MORFO3D foot database.   In Proc. of 2nd Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2005, volume 3523 of Lecture Notes in Computer Science, pages 658-665, Estoril (Portugal), June 2005. Springer-Verlag.    Available:  bib.

   

• A. Giménez, J. Andrés, and A. Juan.   Modelizado de la longitud para clasificación de textos.   In Actas del I Workshop sobre Reconocimiento de Formas y Análisis de Imágenes CEDI 2005, pages 21-28, Granada (Spain), September 2005.    Available:  bib.

   

• B. Nácher, S. Alemany, J. García-Hernández, S. Heras, and A. Juan.   Development of a system for the prediction of footwear fitting based on advanced shape analysis techniques.   Biomecánica, 43:17-21, January 2005.   (In Spanish).    Available:  abstract   bib   pdf(572Kb).

   

• A. H. Toselli, M. Pastor, A. Juan, and E. Vidal.   Spontaneous Handwriting Text Recognition and Classification Using Finite-State Models.   In Proc. of 2nd Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2005, volume 3523 of Lecture Notes in Computer Science, pages 363-370, Estoril (Portugal), June 2005. Springer-Verlag.    Available:  bib. Year 2004:

   

• Alejandro H. Toselli, Alfons Juan, and Enrique Vidal.   Spontaneous Handwriting Recognition and Classification.   In Proc. of the 17th Int. Conf. on Pattern Recognition (ICPR 2004), volume 2, Cambridge (UK), August 2004.    Available:  abstract   bib   pdf(1287Kb).

   

• Alfons Juan and Enrique Vidal.   Bernoulli mixture models for binary images.   In Proc. of the 17th Int. Conf. on Pattern Recognition (ICPR 2004), volume 2, Cambridge (UK), August 2004.    Available:  abstract   bib   pdf(119Kb).

   

• Alfons Juan, José García-Hernández, and Enrique Vidal.   EM Initialisation for Bernoulli Mixture Learning.   In A. Fred et al., editor, Proc. of the SSPR-SPR04, LNCS 3138, Lecture Notes in Computer Science, 3138, pages 635-643, Lisbon (Portugal), August 2004. Springer.    Available:  abstract   bib   citations.

   

• David Vilar, Hermann Ney, Alfons Juan, and Enrique Vidal.   Effect of Feature Smoothing Methods in Text Classification Tasks.   In Proc. of the 4th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2004), pages 108-117, Porto (Portugal), April 2004.    Available:  abstract   bib   pdf(94Kb)   ps.gz(75Kb).

   

• José García-Hernández, Vicent Alabau, Alfons Juan, and Enrique Vidal.   Bernoulli mixture-based classification.   In A. R. Figueiras-Vidal et al., editor, Proc. of the LEARNING04, ISBN 84-688-8453-7, Elche (Spain), October 2004.    Available:  abstract   bib   ps.gz(121Kb).

   

• B. Nácher, E. Alcántara, S. Alemany, J. García-Hernández, and A. Juan.   3D foot digitizing and its application to footwear fitting.   In Proc. of 3D MODELLING 2004, Paris (France), April 2004.    Available:  abstract   bib   pdf(449Kb).

   

• A. Sanchis, A. Juan, and E. Vidal.   New features based on multiple word graphs for utterance verification.   In 8th International Conference on Spoken Language Processing, pages 2545-2548, October 2004.    Available:  abstract   bib   pdf(91Kb)   ps.gz(41Kb).

   

• A. H. Toselli, A. Juan, D. Keysers, J. González, I . Salvador, H. Ney, E. Vidal, and F. Casacuberta.   Integrated Handwriting Recognition and Interpretation using Finite-State Models.   International Journal of Pattern Recognition and Artificial Intelligence, 18(4):519-539, 2004.    Available:  abstract   bib   data.tgz(1248Kb).

   

• C. Vidal, J. Civera, J. Vicente, J.M. García-Gómez, A. Del Arco, A. Juan, and M. Robles.   Clasificación gaussiana de rasgos talasémicos y otras anemias.   In XXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), November 2004.    Available:  abstract   bib   pdf(150Kb). Year 2003:

   

• Alberto Sanchis, Alfons Juan, and Enrique Vidal.   Improving utterance verification using a smoothed naive Bayes model.   In Proc. of the IEEE Int. Conf. on Acoustic, Speech and Signal Processing ICASSP 2003, volume 1, pages 592-595, April 2003.    Available:  bib.

   

• Alberto Sanchis, Alfons Juan, and Enrique Vidal.   Estimating confidence measures for speech recognition verification using a smoothed naive Bayes model.   In Proc. of First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2003, volume 2652 of Lecture Notes in Computer Science, pages 910-918, Port d'Andratx, Mallorca (Spain), June 2003. Springer-Verlag.    Available:  bib.

   

• Carlos D. Martínez-Hinarejos, Alfons Juan, and Francisco Casacuberta.   Median strings for k-nearest neighbour classification.   Pattern Recognition Letters, 24:173-181, January 2003.    Available:  bib.

   

• Carlos D. Martínez-Hinarejos, Alfons Juan, and Francisco Casacuberta.   Generalized k-Medians Clustering for Strings.   In Proc. of First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2003, volume 2652 of Lecture Notes in Computer Science, pages 502-509, Port d'Andratx, Mallorca (Spain), June 2003. Springer-Verlag.    Available:  bib.

   

• César Martínez, Héctor García, Alfons Juan, and Francisco Casacuberta.   Chromosome Classification Using Continuous Hidden Markov Models.   In Proc. of First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2003, volume 2652 of Lecture Notes in Computer Science, pages 494-501, Port d'Andratx, Mallorca (Spain), June 2003. Springer-Verlag.    Available:  bib.

   

• E. Cubel, J. González, A. Lagarda, F. Casacuberta, A. Juan, and E. Vidal.   Adapting finite-state translation to the TransType2 project.   In Proc. of the Joint Conf. combining the 8th Int. Workshop of the European Association for Machine Translation and the 4th Controlled Language Applications Workshop (EAMT/CLAW 2003), pages 54-60, Dublin (Ireland), 2003.    Available:  bib.

   

• R. Llobet, A. Toselli, J. C. Pérez-Cortés, and A. Juan.   Computer-aided Prostate Cancer Detection in Ultrasonographic Images.   In Proc. of First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2003, volume 2652 of Lecture Notes in Computer Science, pages 411-419, Port d'Andratx, Mallorca (Spain), June 2003. Springer-Verlag.    Available:  bib.

   

• R. Paredes, A. Juan, and E. Vidal.   Aprendizaje y Percepción: Práctica de Reconocimiento de Caras.   In Workshop on Education and Practice in Artificial Vision EPAV'03, Port d'Andratx, Mallorca (Spain), June 2003.   (In spanish).    Available:  abstract   bib   ps.gz(640Kb).

   

• R. Paredes, A. Sanchis, E. Vidal, and A. Juan.   Utterance Verification using an Optimized k-Nearest Neighbour Classifier.   In Proc. of the 8th European Conf. on Speech Communication and Technology Eurospeech 2003, pages 2745-2748, Geneva (Switzerland), September 2003.    Available:  bib. Year 2002:

   

• Alfons Juan and Hermann Ney.   Reversing and Smoothing the Multinomial Naive Bayes Text Classifier.   In Proc. of the 2nd Int. Workshop on Pattern Recognition in Information Systems (PRIS 2002), pages 200-212, Alacant (Spain), April 2002.    Available:  bib   exp.tgz(29830Kb)   ps.gz(141Kb).

   

• Carlos D. Martínez-Hinarejos, Alfons Juan, and Francisco Casacuberta.   Prototype Extraction for K-NN Classifiers using Median Strings, volume 13 of Combinatorial Optimization, chapter 18, pages 465-476.   Kluwer Academic Publishers, December 2002.   (ISBN 1-4020-0953-4).    Available:  bib.

   

• César Martínez, Alfons Juan, and Francisco Casacuberta.   Using Recurrent Neural Networks for Automatic Chromosome Classification.   In Proc. of the Int. Conf. on Artificial Neural Networks ICANN 2002, volume 2415 of Lecture Notes in Computer Science, pages 565-570, Madrid (Spain), August 2002. Springer-Verlag.    Available:  abstract   bib   ps.gz(77Kb).

   

• J. M. García-Gómez, C. Vidal-Fernández, A. Juan-Císcar, L. Martí-Bonmatí, J. Galant-Herrero, and M. Robles-Vallejo.   Soft tissue tumors pattern classification techniques using MR and epidemiologic data.   In Book of Abstracts of the 19th Annual Meeting of the ESMRMB, volume 15 (SUPPL. 1) of MAGMA, pages 274-275, Cannes (France), August 2002. Elsevier Science.    Available:  bib.

   

• Javier Lafuente and Alfons Juan.   Comparación de Codificaciones de Documentos para Clasificación con K Vecinos Más Próximos.   In Proc. of the I Jornadas de Tratamiento y Recuperación de Información (JOTRI), pages 37-44, València (Spain), July 2002.   (In spanish).    Available:  bib   ps.gz(68Kb).

   

• A. Juan and E. Vidal.   On the use of Bernoulli mixture models for text classification.   Pattern Recognition, 35(12):2705-2710, December 2002.    Available:  bib.

   

• C. D. Martínez-Hinarejos, A. Juan, F. Casacuberta, and R. Mollineda.   Reducing the Computational Cost of Computing Approximated Median Strings.   In Proc. of Joint IAPR Int. Workshops SSPR 2002 and SPR 2002, volume 2396 of Lecture Notes in Computer Science, pages 47-55, Windsor (Canada), August 2002. Springer-Verlag.    Available:  bib.

   

• J. C. Pérez-Cortés, A. Juan, and E. Vallada.   Textural Analysis Of Prostate Cancer In Transrectal Ultrasound Images.   In Proc. of Biosignal 2002, pages 283-285, Brno (Czech Republic), June 2002.    Available:  bib   pdf(261Kb). Year 2001:

   

• J. Doménech, A. H. Toselli, A. Juan, E. Vidal, and F. Casacuberta.   An off-line HTK-based OCR system for isolated handwritten lowercase letters.   In Proc. of the IX Spanish Symposium on Pattern Recognition and Image Analysis, volume II, pages 49-54, Benicàssim (Spain), May 2001.    Available:  bib   ps.gz(77Kb).

   

• J. González, A. Juan, P. Dupont, E. Vidal, and F. Casacuberta.   A Bernoulli mixture model for word categorisation.   In Proc. of the IX Spanish Symposium on Pattern Recognition and Image Analysis, volume I, pages 165-170, Benicàssim (Spain), May 2001.    Available:  bib   ps.gz(62Kb).

   

• A. Juan et al.  Integrated Handwriting Recognition and Interpretation via Finite-State Models.   Technical Report ITI-ITE-01/1, Institut Tecnològic d'Informàtica, València (Spain), July 2001.    Available:  bib   ps.gz(196Kb).

   

• A. Juan and E. Vidal.   On the use of Bernoulli mixture models for text classification.   In Proc. of the Workshop on Pattern Recognition in Information Systems (PRIS 01), Setúbal (Portugal), July 2001.    Available:  bib   data.tgz(209Kb)   ps.gz(69Kb).

   

• C. D. Martínez, A. Juan, and F. Casacuberta.   Improving classification using median string and NN rules.   In Proc. of the IX Spanish Symposium on Pattern Recognition and Image Analysis, volume II, pages 391-395, Benicàssim (Spain), May 2001.    Available:  bib   ps.gz(44Kb).

   

• R. Paredes, J. C. Pérez, A. Juan, and E. Vidal.   Face Recognition using Local Representations and a direct Voting Scheme.   In Proc. of the IX Spanish Symposium on Pattern Recognition and Image Analysis, volume I, pages 249-254, Benicàssim (Spain), May 2001.    Available:  bib   ps.gz(105Kb).

   

• R. Paredes, J. C. Pérez, A. Juan, and E. Vidal.   Local Representations and a direct Voting Scheme for Face Recognition.   In Proc. of the Workshop on Pattern Recognition in Information Systems (PRIS 01), Setúbal (Portugal), July 2001.    Available:  bib   ps.gz(113Kb). Year 2000:

   

• J. González, I. Salvador, A. H. Toselli, A. Juan, E. Vidal, and F. Casacuberta.   Off-Line Recognition of Syntax-Constrained Cursive Handwritten Text.   In Proc. of Joint IAPR Int. Workshops SSPR 2000 and SPR 2000, volume 1876 of Lecture Notes in Computer Science, pages 143-153, Alacant (Spain), September 2000. Springer-Verlag.    Available:  bib.

   

• A. Juan.   Optimización de prestaciones en técnicas de aprendizaje no supervisado y su aplicación al reconocimiento de formas.   PhD thesis, Universitat Politècnica de València, València (Spain), January 2000.   (In spanish).    Available:  bib   ps.gz(756Kb).

   

• A. Juan and E. Vidal.   Comparison of Four Initialization Techniques for the K-Medians Clustering Algorithm.   In Proc. of Joint IAPR Int. Workshops SSPR 2000 and SPR 2000, volume 1876 of Lecture Notes in Computer Science, pages 842-852, Alacant (Spain), September 2000. Springer-Verlag.    Available:  bib.

   

• A. Juan and E. Vidal.   On the Use of Edit Distances and an Efficient k-NN Search Technique (k-AESA) for Fast and Accurate String Classification.   In Proc. of the 15th Int. Conf. on Pattern Recognition (ICPR 2000), volume 2, pages 680-683, Barcelona (Spain), September 2000.    Available:  bib   ps.gz(51Kb).

   

• C. D. Martínez, A. Juan, and F. Casacuberta.   Use of Median String for Classification.   In Proc. of the 15th Int. Conf. on Pattern Recognition (ICPR 2000), volume 2, pages 907-910, Barcelona (Spain), September 2000.    Available:  bib   ps.gz(25Kb). Year 1999:

   

• A. Juan.   Application of the K-Nearest-Neighbour Rule to the Classification of Banded Chromosomes.   In Proc. of the VIII National Symposium on Pattern Recognition and Image Analysis, volume 2, pages 39-40, Bilbao (Spain), May 1999.    Available:  bib   ps.gz(25Kb). Year 1998:

   

• A. Juan and E. Vidal.   Fast Median Search in Metric Spaces.   In Proc. of the 2nd Int. Workshop on Statistical Techniques in Pattern Recognition (SPR 98), volume 1451 of Lecture Notes in Computer Science, pages 905-912, Sydney, August 1998. Springer-Verlag.    Available:  bib.

   

• A. Juan and E. Vidal.   An optimized version of the Approximating and Eliminating Search Algorithm (AESA) for Nearest Neighbour classification.   Technical Report ITI-ITE-3/98, Institut Tecnològic d'Informàtica, València (Spain), July 1998.    Available:  bib   ps.gz(33Kb).

   

• A. Juan, E. Vidal, and P. Aibar.   Fast k-Nearest-Neighbours searching through extended versions of the Approximating and Eliminating Search Algorithm (AESA).   In Proc. of the 14th Int. Conf. on Pattern Recognition (ICPR 98), volume 1, pages 828-830, Brisbane, August 1998.    Available:  bib   ps.gz(41Kb). Year 1997:

   

• J. C. Amengual, A. Juan, J. C. Pérez, F. Prat, S. Sáez, and J. M. Vilar.   Real-Time Minutiae Extraction in Fingerprint Images.   In Proc. of the 6th Int. Conf. on Image Processing and its Applications (IPA 97), pages 871-875, Dublin, July 1997.    Available:  bib   ps.gz(573Kb).

   

• A. Juan and E. Vidal.   An Algorithm For Fast Median Search.   In Proc. of the VII National Symposium on Pattern Recognition and Image Analysis, volume 1, pages 187-192, Bellaterra (Spain), April 1997.    Available:  bib   ps.gz(40Kb). Year 1995:

   

• P. Aibar, A. Juan, and E. Vidal.   Extensions to the AESA for Finding k-Nearest-Neighbours.   In Proc. of the NATO ASI on New Advances and Trends in Speech Recognition and Coding (Bubión, Granada, Spain, 1993), volume 147 of NATO ASI Series F: Computer and Systems Sciences, pages 92-95. Springer-Verlag, 1995.    Available:  bib. Year 1994:

   

• A. Juan and E. Vidal.   Fast K-means-like clustering in metric spaces.   Pattern Recognition Letters, 15(1):19-25, 1994.    Available:  bib. Year 1993:

   

• P. Aibar, A. Juan, and E. Vidal.   Extension to the Approximating and Eliminating Search Algorithm (AESA) for Finding K-Nearest-Neighbours.   Technical Report DSIC-II/29/93, Universitat Politècnica de València, València (Spain), 1993.    Available:  bib   ps.gz(1111Kb). Year 1992:

   

• A. Juan and E. Vidal.   An optimized K-means-like algorithm.   In Proc of the 4th Portuguese Conf. on Pattern Recognition, pages 11-16, Coimbra (Portugal), March 1992.    Available:  bib   ps.gz(869Kb). Year 1991:

   

• J. M. Benedí, F. Casacuberta, E. Vidal, I. Benlloch, A. Castellanos, M. J. Castro, J. A. Gómez, A. Juan, and J. A. Puchol.   Proyecto ROARS: Robust Analytical Speech Recognition System.   Boletín de la Sociedad Española para el Procesamiento del Lenguaje Natural, 10:79-86, July 1991.    Available:  bib.