PUBLICATIONS

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2018

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 Journal Article

In: Pattern Recognition, vol. 74, pp. 531-543, 2018.

BibTeX | Tags: TIMuL

2017

Calvo-Zaragoza, J.; Gallego, A. J.; Pertusa, A.

Recognition of Handwritten Music Symbols with Convolutional Neural Codes Proceedings Article

In: 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), pp. 691–696, Kyoto, Japan, 2017.

BibTeX | Tags: GRE16-14, TIMuL

Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J. M.

Pen-based music document transcription Proceedings Article

In: Proceedings of GREC 2017, pp. 21–22, IEEE computer society, Kyoto (Japan), 2017, ISBN: 978-1-5386-3586-5.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Pertusa, A

End-To-End Optical Music Recognition using Neural Networks Proceedings Article

In: Proc. of International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China, 2017.

Abstract | BibTeX | Tags: GRE16-14, TIMuL

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 Article

In: Alexandre, J. S. Sánchez L. A.; Rodrigues, J. M. F. (Ed.): Proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pp. 335–343, Springer, Faro, Portugal, 2017, ISBN: 978-3-319-58837-7.

Links | BibTeX | Tags: TIMuL

Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J. M.; Fujinaga, I.

About agnostic representation of musical documents for Optical Music Recognition Proceedings Article

In: Music Encoding Conference, Tours, 2017, 2017.

BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.

Recognition of Pen-based Music Notation with Finite-State Machines Journal Article

In: Expert Systems With Applications, vol. 72, pp. 395-406, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.

An efficient approach for Interactive Sequential Pattern Recognition Journal Article

In: Pattern Recognition, vol. 64, pp. 295-304, 2017.

Links | BibTeX | Tags: TIMuL

Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.; Iñesta, J. M.

An Experimental Study on Rank Methods for Prototype Selection Journal Article

In: Soft Computing, vol. 21, no. 19, pp. 5703-–5715, 2017, ISSN: 1432-7643.

Abstract | Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.

A machine learning framework for the categorization of elements in images of musical documents Proceedings Article

In: Proceedings of the Third International Conference on Technologies for Music Notation and Representation, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.

Pixel-wise Binarization of Musical Documents with Convolutional Neural Networks Proceedings Article

In: Proceedings of the 15th IAPR International Conference on Machine Vision Applications, 2017.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Pertusa, A.; Oncina, J.

Staff-line detection and removal using a convolutional neural network Journal Article

In: Machine Vision and Applications, pp. 1-10, 2017, ISSN: 1432-1769.

Abstract | BibTeX | Tags: TIMuL

Gallego, A. J.; Calvo-Zaragoza, J.

Staff-line removal with Selectional Auto-Encoders Journal Article

In: Expert Systems With Applications, vol. 89, pp. 138 - 148, 2017, ISSN: 0957-4174.

Abstract | Links | BibTeX | Tags: TIMuL

2016

Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J. M.; Illescas, P. R.

Hidden Markov Models for Functional Analysis Proceedings Article

In: Music and Machine Learning Workshop, Riva del Garda, 2016.

BibTeX | Tags: TIMuL

Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.

On the suitability of Prototype Selection methods for kNN classification with distributed data Journal Article

In: Neurocomputing, vol. 203, pp. 150-160, 2016.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J. M.

Two (note) heads are better than one: pen-based multimodal interaction with music scores Proceedings Article

In: Devaney, J. (Ed.): 17th International Society for Music Information Retrieval Conference, pp. 509-514, New York City, 2016, ISBN: 978-0-692-75506-8.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.; Higuera, C. De La

Computing the Expected Edit Distance from a String to a PFA Proceedings Article

In: Han, Yo-Sub; Salomaa, Kai (Ed.): 21st International Conference Implementation and Application of Automata, pp. 39-50, Springer, 2016.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Micó, L.; Oncina, J.

Music staff removal with supervised pixel classification Journal Article

In: International Journal on Document Analysis and Recognition, vol. 19, no. 3, pp. 211-219, 2016, ISSN: 1433-2833.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Rico-Juan, J. R.

Prototype Generation on Structural Data using Dissimilarity Space Representation Journal Article

In: Neural Computing and Applications, 2016.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Rico-Juan, J. R.

Selecting promising classes from generated data for an efficient multi-class NN classification Journal Article

In: Soft Computing, 2016.

Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.

Early Handwritten Music Recognition with Hidden Markov Models Proceedings Article

In: 15th International Conference on Frontiers in Handwriting Recognition, 2016.

Links | BibTeX | Tags: TIMuL

Bosch, V.; Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.

Sheet Music Statistical Layout Analysis Proceedings Article

In: 15th International Conference on Frontiers in Handwriting Recognition, 2016.

Links | BibTeX | Tags: TIMuL

2015

Calvo-Zaragoza, J.; Barbancho, I.; Tardón, L. J.; Barbancho, A. M.

Avoiding staff removal stage in optical music recognition: application to scores written in white mensural notation Journal Article

In: Pattern Analysis and Applications, vol. 18, no. 4, pp. 933-943, 2015, ISSN: 1433-7541.

Links | BibTeX | Tags: Prometeo 2012, TIMuL

Calvo-Zaragoza, J.; de León, P. J. Ponce; Iñesta, J. M.; Rizo, D.

Genre-based melody generation through multi-objective genetic algorithms Proceedings Article

In: Proceedings of the 8th Machine Learning and Music workshop (MML 2015), Vancouver (Canada), 2015.

Abstract | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Rico-Juan, J. R.

Prototype Generation on Structural Data using Dissimilarity Space Representation: A Case of Study Proceedings Article

In: Paredes, Roberto; Cardoso, Jaime S.; Pardo, Xosé M. (Ed.): 7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pp. 72-82, Springer, Santiago de Compostela, Spain, 2015, ISBN: 978-3-319-19389-2.

Abstract | Links | BibTeX | Tags: TIMuL

Calvo-Zaragoza, J.; Oncina, J.

Clustering of Strokes from Pen-based Music Notation: An Experimental Study Proceedings Article

In: Paredes, Roberto; Cardoso, Jaime S.; Pardo, Xosé M. (Ed.): 7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pp. 633-640, Springer, Santiago de Compostela, Spain, 2015, ISBN: 978-3-319-19389-2.

Links | BibTeX | Tags: Prometeo 2012, TIMuL

Rico-Juan, J. R.; Calvo-Zaragoza, J.

Improving classification using a Confidence Matrix based on weak classifiers applied to OCR Journal Article

In: Neurocomputing, vol. 151, pp. 1354–1361, 2015, ISSN: 0925-2312.

Links | BibTeX | Tags: Prometeo 2012, TIMuL

Calvo-Zaragoza, J.; Valero-Mas, J. J.; Rico-Juan, J. R

Improving kNN multi-label classification in Prototype Selection scenarios using class proposals Journal Article

In: Pattern Recognition, vol. 48, no. 5, pp. 1608-1622, 2015.

Links | BibTeX | Tags: Prometeo 2012, TIMuL

2014

Calvo-Zaragoza, J.; Oncina, J.

Recognition of Pen-based Music Notation with Probabilistic Machines Proceedings Article

In: Proceedings of the 7th International Workshop on Machine Learning and Music, Barcelona, Spain, 2014.

BibTeX | Tags: TIMuL