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

  E-mail:    jcalvo at dlsi.ua.es
  Telephone: +34 96 5909335

Other pages: Teaching, Personal

Curriculum Vitae:not available yet

Research Interests:

Projects:

• [coordinator]Researching and Encouraging the Promulgation of European Repertory through Technologies Operating on Records Interrelated Utilising Machines
• [coordinator]Multimodal Transcription of Music Scores
• [coordinator]Proyecto Leonardo
• [coordinator]Enfoques adaptativos para transcripción automática de música escrita
• [coordinator]Transcripción automática de patrimonio musical escrito en notación mensural
• Revalorizacion del fondo de música mensural en bibliotecas digitales españolas mediante Inteligencia Artificial
• Handwritten Spanish Music Heritage Preservation by Automatic Transcription
• Reconocimiento óptico de música (OMR) mediante técnicas de aprendizaje automático
• Technologies for interactive music learning /Tecnologías interactivas para el aprendizaje de música

Select a year : all : 2023 : 2022 : 2021 : 2020 : 2019 : 2018 : 2017 : 2016 : 2015 : 2014 : 2013 : 2011

1. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J
   "Late multimodal fusion for image and audio music transcription"
   Expert Systems With Applications (2023)
   : bibtex : more info
2. Sánchez-Ferrer, A.; Valero-Mas, J.J.; Gallego, A.J.; Calvo-Zaragoza, J.
   "An Experimental Study on Marine Debris Location and Recognition using Object Detection"
   Pattern Recognition Letters (2023)
   : bibtex : more info : URL
3. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
   "Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor"
   Pattern Recognition. ICPR International Workshops and Challenges (2022)
   : bibtex : more info
4. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
   "Decoupling music notation to improve end-to-end Optical Music Recognition"
   Pattern Recognition Letters, vol. 158 , pp. 157--163 (2022)
   : bibtex : more info : DOI
5. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J
   "Insights into transfer learning between image and audio music transcription"
   Sound and Music Computing Conference, pp. 292-298, Saint-Étienne (2022)
   : bibtex : more info
6. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
   "Multimodal strategies for image and audio music transcription: A comparative study"
   Pattern Recognition. ICPR International Workshops and Challenges (2022)
   : bibtex : more info
7. Arroyo, V.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Pertusa, A.
   "Neural audio-to-score music transcription for unconstrained polyphony using compact output representations"
   Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapur, Singapur (2022)
   : bibtex : more info
8. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.; Fujinaga, I.
   "Domain Adaptation for Staff-Region Retrieval of Music Score Images"
   International Journal on Document Analysis and Recognition (2022)
   : bibtex : more info
9. Castellanos, F. J.; Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.;
   "Region-based Layout Analysis of Music Score Images"
   Expert Systems with Applications, pp. 118211 (2022)
   : bibtex : more info
10. de la Fuente, C.; Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
    "Multimodal Recognition of Frustration during Game-Play with Deep Neural Networks"
    Multimedia Tools and Applications (2022)
    : bibtex : more info
11. de la Fuente, C.; Valero-Mas, J.J.; Castellanos, F.J.; Calvo-Zaragoza, J.
    "Multimodal Image and Audio Music Transcription"
    International Journal of Multimedia Information Retrieval, vol. 11, pp. 77-84 (2022)
    : bibtex : more info
12. Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.
    "Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., ISBN: 978-3-031-04880-7, pp. 482-492, Aveiro, Portugal (2022)
    : bibtex : more info
13. Garrido-Munoz, C.; Rios-Vila, A.; Calvo-Zaragoza, J.
    "A holistic approach for image-to-graph: application to optical music recognition"
    International Journal on Document Analysis and Recognition (2022)
    : bibtex : more info
14. Mas-Candela, E.; Ríos-Vila, A.; Calvo-Zaragoza, J.
    "A First Approach to Image Transformation Sequence Retrieval"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., pp. 321-332, Aveiro, Portugal (2022)
    : bibtex : more info
15. Ríos-Vila, A; Iñesta, J.M; Calvo-Zaragoza, J
    "On the Use of Transformers for End-to-End Optical Music Recognition"
    Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., ISBN: 978-3-031-04880-7, pp. 470-481, Aveiro, Portugal (2022)
    : bibtex : more info
16. Ríos-Vila, A; Iñesta, J.M; Calvo-Zaragoza, J
    "End-to-End Full-Page Optical Music Recognition for Mensural Notation"
    Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR, Bangalore, India (2022)
    : bibtex : more info
17. Rizo, D.; Delgado, T.; Calvo-Zaragoza, J.; Madueño, A.; García-Iasci, P.
    "Speeding-up the encoding of mensural collections from Spanish libraries"
    IAML 2022 Prague (2022)
    : bibtex : more info
18. Rosello, A.; Ayllon, E.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Test Sample Selection for Handwriting Recognition Through Language Modeling"
    Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings (2022)
    : bibtex : more info
19. Sáez-Pérez, J.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (2022)
    : bibtex : more info
20. Sánchez-Ferrer, A.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-031-04881-4, pp. 616--628, Aveiro, Portugal (2022)
    : bibtex : more info : URL
21. Alfaro-Contreras, M.; Rizo, D.; Iñesta, J.M.; Calvo-Zaragoza, J.
    "OMR-assisted transcription: a case study with early prints"
    Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR, ISBN: 978-1-7327299-0-2, pp. 35-41 (2021)
    : bibtex : more info
22. Calvo-Zaragoza, J.; Pertusa, A.; Gallego, A.-J.; Iñesta, J.M.; Mico, L.; Oncina, J.; Perez-Sancho, C.; Ponce de León, P.J.; Rizo, D.
    "MultiScore Project: Multimodal Transcription of Music Scores"
    Proceedings of the 14th Machine Learning and Music Workshop, pp. 3 (2021)
    : bibtex : pdf : more info
23. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Reconocimiento Óptico de Partituras (OMR) aplicado al Fonde de Música Tradicional IMF-CSIC"
    Musicología en Web. Patrimonio musical y Humanidades Digitales, ISBN: 978-3-967280-14-2, pp. 87-109 (2021)
    : bibtex : more info
24. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Neural Domain Adaptation for Document Image Binarization"
    Pattern Recognition, vol. 119, pp. 108099 (2021)
    : bibtex : more info
25. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Domain Adaptation for Document Analysis of Music Score Images"
    Proc. of the 22nd International Society for Music Information Retrieval Conference (2021)
    : bibtex : more info
26. Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
    "Prototype Generation in the String Space via Approximate Median for Data Reduction in Nearest Neighbor classification"
    Soft Computing, vol. 25 (2021)
    : bibtex : more info
27. Castellanos, F.J.; Gallego, A.J.; Calvo-Zaragoza, J.
    "An Unsupervised Domain Adaptation framework for Layout Analysis of Music Score Images"
    Proceedings of the 14th Machine Learning and Music Workshop, pp. 6 (2021)
    : bibtex : more info : Proceedings online
28. de la Fuente, C; Valero-Mas, J.J.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Multimodal Audio and Image Music Transcription"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22 (2021)
    : bibtex : more info
29. Gallego, A.J.; Calvo-Zaragoza, J.; Fisher, R.B.;
    "Incremental Unsupervised Domain-Adversarial Training of Neural Networks"
    IEEE Transactions on Neural Networks and Learning Systems, vol. 32, pp. 4864-4878 (2021)
    : bibtex : pdf : more info : doi
30. Garrido-Munoz, C.; Sánchez-Hernández, A.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Domain Adaptation for Document Image Binarization via Domain Classification"
    Frontiers in Artificial Intelligence and Applications, ISBN: 978-1-64368-224-2, pp. 569-582 (2021)
    : bibtex : more info
31. López-Gutiérrez, J.C.; Valero-Mas, J.J.; Castellanos, F.J.; Calvo-Zaragoza J.
    "Data Augmentation for End-to-End Optical Music Recognition"
    Proceedings of the 14th IAPR International Workshop on Graphics Recognition (GREC), pp. 59-73 (2021)
    : bibtex : more info
32. Mas-Candela, E.; Alfaro-Contreras, M.; Calvo-Zaragoza, J.;
    "Sequential Next-Symbol Prediction for Optical Music Recognition"
    16th International Conference on Document Analysis and Recognition (2021)
    : bibtex : more info
33. Ríos-Vila, A.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "CTC-based end-to-end approach for full page Optical Music Recognition"
    Proceedings of the 14th Machine Learning and Music Workshop, pp. 11 (2021)
    : bibtex : more info : Online proceedings : Proceedings online
34. Rios-Vila, A.; Rizo, D.; Calvo-Zaragoza, J.;
    "Complete Optical Music Recognition via Agnostic Transcription and Machine Translation"
    16th International Conference on Document Analysis and Recognition, pp. 661-675 (2021)
    : bibtex : more info
35. Calvo-Zaragoza, J.; Hajic Jr., J.; Pacha, A.
    "Understanding Optical Music Recognition"
    ACM Computing Surveys, vol. 53, pp. 77 (2020)
    : bibtex : more info : Open Access
36. Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Two-step neural cross-domain experiments forfull-page recognition of Mensural documents"
    Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56--60 (2020)
    : bibtex : more info
37. Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "A neural approach for full-page Optical Music Recognition of mensural documents"
    Proceedings of the 21st International Society for Music Information Retrieval Conference, ISBN: 978-0-9813537-0-8, pp. 558-565, Montréal, Canada (2020)
    : bibtex : more info
38. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Automatic scale estimation for music score images"
    Expert Systems with Applications, vol. 158 (2020)
    : bibtex : more info
39. Gallego, A.-J; Calvo-Zaragoza, J.; Rico-Juan, J. R.
    "Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes"
    IEEE Access, vol. 8, pp. 99312-99326 (2020)
    : bibtex : more info : URL
40. Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.
    "Evaluating Simultaneous Recognition and Encoding for Optical Music Recognition"
    DLfM 2020: 7th International Conference on Digital Libraries for Musicology, ISBN: 978-1-4503-8760-6, pp. 10-17 (2020)
    : bibtex : more info
41. Ríos-Vila,A.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Exploring the two-dimensional nature of music notation for score recognition with end-to-end approaches"
    Proc. of 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), ISBN: 978-1-7281-9966-5, pp. 193--198, Dormund (Germany) (2020)
    : bibtex : more info : proceedings
42. Rizo, D; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Preservación del patrimonio musical mediante transcripción asistida por ordenador"
    La música de la Corona d’Aragó: investigació, transferència i educació, ISBN: 978-84-09-19985-3, pp. 275--298 (2020)
    : bibtex : more info
43. Román, M.A., Pertusa, A., Calvo-Zaragoza, J.
    "Data representations for audio-to-score monophonic music transcription"
    Expert Systems with Applications, vol. 162, pp. 113769 (2020)
    : bibtex : URL
44. Thomae, M.E.; Ríos-Vila, A.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Retrieving Music Semantics from Optical Music Recognition by Machine Translation"
    Music Encoding Conference Proceedings 26-29 May, 2020 Tufts University, Boston (USA), pp. 19-24 (2020)
    : bibtex : pdf : more info : Proceedings PDF
45. Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Approaching End-to-end Optical Music Recognition for Homophonic Scores"
    Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, ISBN: 978-3-030-31321-0, pp. 147--158, Madrid (2019)
    : bibtex : more info
46. Baró, A.; Riba, P.; Calvo-Zaragoza, J.; Fornés, A.
    "From Optical Music Recognition to Handwritten Music Recognition: A baseline"
    Pattern Recognition Letters, vol. 123, pp. 1-8 (2019)
    : bibtex : more info
47. Calvo-Zaragoza, J.; Gallego, A.J.
    "A selectional auto-encoder approach for document image binarization"
    Pattern Recognition, vol. 86, pp. 37-47 (2019)
    : bibtex : pdf : more info
48. Calvo-Zaragoza, J.; Toselli, A.H.; Vidal, E.
    "Handwritten Music Recognition for Mensural Notation with Convolutional Recurrent Neural Networks"
    Pattern Recognition Letters, vol. 128, pp. 115--121 (2019)
    : bibtex : pdf : DOI
49. Calvo-Zaragoza, Jorge and Rico-Juan, Juan R. and Gallego, Antonio-Javier
    "Ensemble classification from deep predictions with test data augmentation"
    Soft Computing (2019)
    : bibtex : more info : URL:
50. Garay-Maestre, Unai; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Data Augmentation via Variational Auto-Encoders"
    Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, ISBN: 978-3-030-13469-3, pp. 29--37 (2019)
    : bibtex : more info : URL
51. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    "Recognition, encoding, and transcription of early mensural handwritten music"
    procedings of the 13th International Workshop on Graphics Recognition (GREC 2019), pp. 13-14, Sydney (Australia) (2019)
    : bibtex
52. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    "MuRET as a software for the transcription of historical archives"
    Proceedings of the 2nd Workshop on Reading Music Systems, WoRMS, pp. 12--15, Delft (The Nederlands) (2019)
    : bibtex : pdf : more info : Workshop site
53. Mateiu, Tudor N.; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts"
    Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, ISBN: 978-3-030-31321-0, pp. 135--146, Madrid, Spain (2019)
    : bibtex : more info
54. Nuñez-Alcover, Alicia; Ponce de León, P. J.; and Calvo-Zaragoza, J.
    "Glyph and Position Classification of Music Symbols in Early Music Manuscripts"
    Proc. of the 9th Iberian Conference on Pattern Recognition and Image Analysis, LNCS vol. 11867, ISBN: 978-3-030-31331-9, pp. 159-168, Madrid, Spain (2019)
    : bibtex : pdf : more info
55. Rico-Juan, J. R. and Valero-Mas, J. J. and Calvo-Zaragoza, J.
    "Extensions to rank-based prototype selection in k-Nearest Neighbour classification"
    Applied Soft Computing (2019)
    : bibtex : more info
56. Rico-Juan, J. R.; Gallego, A. J.; Calvo-Zaragoza, J.
    "Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning"
    Computers and Education, vol. 140, pp. 103609 (2019)
    : bibtex : more info : Online article version
57. Rios-Vila, A.; Calvo-Zaragoza:J.; Rizo, D.; Iñesta, JM.
    "ReadSco: An Open-Source Web-Based Optical Music Recognition Tool"
    Proc. of the 2nd International Workshop on Reading Music Systems, WoRMS 2019, pp. 27-30, Delft (The Netherlands) (2019)
    : bibtex : pdf : more info
58. Román, M.A.; Pertusa, A.; Calvo-Zaragoza, J.
    "A Holistic Approach to Polyphonic Music Transcription with Neural Networks"
    Proc. of the 20th International Society for Music Information Retrieval Conference, ISMIR, pp. 731--737, Delf, The Netherlands (2019)
    : bibtex : more info : URL
59. Calvo-Zaragoza, J.; Castellanos, F. J.; Vigliensoni, G.; Fujinaga, I
    "Deep Neural Networks for Document Processing of Music Score Images"
    Applied Sciences, vol. 8, pp. 654 (2018)
    : bibtex : more info : Open Access
60. Calvo-Zaragoza, J.; Rizo, D.
    "End-to-End Neural Optical Music Recognition of Monophonic Scores"
    Applied Sciences, vol. 8, pp. 606--623 (2018)
    : bibtex : more info : Open Access Journal URL
61. Calvo-Zaragoza, Jorge; Rizo, David
    "{Camera-PrIMuS}: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores"
    Proceedings of the 19th International Society of Music Information Retrieval (ISMIR) (2018)
    : bibtex : pdf : more info : Conference URL with PDFs
62. Castellanos, F. J.; Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "Document Analysis of Music Score Images with Selectional Auto-Encoders"
    Proceedings of the19th International Society for Music Information Retrieval Conference, pp. 256-263, Paris, France (2018)
    : bibtex : more info
63. 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
64. 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
65. Gallego, A.J.; Pertusa, A.; Calvo-Zaragoza, J.
    "Improving Convolutional Neural Networks’ Accuracy in Noisy Environments Using k-Nearest Neighbors"
    Applied Sciences, vol. 8 (2018)
    : bibtex : more info : URL
66. Rico-Juan, J. R.; Gallego, A. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    "Statistical semi-supervised system for grading multiple peer-reviewed open-ended works"
    Computers & Education, vol. 126, pp. 264-282 (2018)
    : bibtex : pdf : more info
67. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "MuRET: a music recognition, encoding, and transcription tool"
    Proceedings of the 5th International Conference on Digital Libraries for Musicology (DLfM'18), ISBN: 978-1-4503-6522-2, pp. 52--56, París, France (2018)
    : bibtex : more info : URL
68. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Pen-Based Music Document Transcription with Convolutional Neural Networks"
    Graphics Recognition. Current Trends and Evolutions, ISBN: 978-3-030-02284-6, pp. 71--80 (2018)
    : bibtex : more info
69. Calvo-Zaragoza, J.: Pertusa, A.; Oncina, J.
    "Staff-line detection and removal using a convolutional neural network"
    Machine Vision and Applications, pp. 1-10 (2017)
    : bibtex : more info : URL
70. Calvo-Zaragoza, J.; Gallego, A.-J.; Pertusa, A.
    "Recognition of Handwritten Music Symbols with Convolutional Neural Codes"
    14th IAPR International Conference on Document Analysis and Recognition (ICDAR), pp. 691--696, Kyoto, Japan (2017)
    : bibtex : more info : URL
71. Calvo-Zaragoza, J.; Oncina, J.
    "Recognition of Pen-based Music Notation with Finite-State Machines"
    Expert Systems With Applications, vol. 72, pp. 395-406 (2017)
    : bibtex : pdf : more info : DOI
72. Calvo-Zaragoza, J.; Oncina, J.
    "An efficient approach for Interactive Sequential Pattern Recognition"
    Pattern Recognition, vol. 64, pp. 295-304 (2017)
    : bibtex : pdf : more info : DOI
73. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Pertusa, A
    "End-To-End Optical Music Recognition using Neural Networks"
    Proc. of International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China (2017)
    : bibtex : more info : pdf
74. Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "A machine learning framework for the categorization of elements in images of musical documents"
    Proceedings of the Third International Conference on Technologies for Music Notation and Representation (2017)
    : bibtex : pdf : more info
75. Calvo-Zaragoza, J.; Vigliensoni, G.; Fujinaga, I.
    "Pixel-wise Binarization of Musical Documents with Convolutional Neural Networks"
    Proceedings of the 15th IAPR International Conference on Machine Vision Applications (2017)
    : bibtex : pdf : more info
76. Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Staff-line removal with Selectional Auto-Encoders"
    Expert Systems With Applications, vol. 89, pp. 138 - 148 (2017)
    : bibtex : pdf : more info
77. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.; Fujinaga, I.
    "About agnostic representation of musical documents for Optical Music Recognition"
    Music Encoding Conference, Tours, 2017 (2017)
    : bibtex : more info : Conference URL
78. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Multimodal Recognition for Music Document Transcription"
    Proceedings of MML 2017, pp. 67--72, Barcelona (2017)
    : bibtex : pdf : more info : Workshop URL
79. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Pen-based music document transcription"
    Proceedings of GREC 2017, ISBN: 978-1-5386-3586-5, pp. 21--22, Kyoto (Japan) (2017)
    : bibtex : pdf : more info : URL
80. 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
81. 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
82. Bosch, V.; Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.
    "Sheet Music Statistical Layout Analysis"
    15th International Conference on Frontiers in Handwriting Recognition (2016)
    : bibtex : pdf : more info
83. Calvo-Zaragoza, J.; Micó, L.; Oncina, J.
    "Music staff removal with supervised pixel classification"
    International Journal on Document Analysis and Recognition, vol. 19, pp. 211-219 (2016)
    : bibtex : pdf : more info : DOI
84. Calvo-Zaragoza, J.; Oncina, J.; De la Higuera, C.
    "Computing the Expected Edit Distance from a String to a PFA"
    21st International Conference Implementation and Application of Automata, pp. 39-50 (2016)
    : bibtex : pdf : more info
85. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Two (note) heads are better than one: pen-based multimodal interaction with music scores"
    17th International Society for Music Information Retrieval Conference, ISBN: 978-0-692-75506-8, pp. 509-514, New York City (2016)
    : bibtex : pdf : more info : Conference URL
86. Calvo-Zaragoza, J.; Toselli, A. H.; Vidal, E.
    "Early Handwritten Music Recognition with Hidden Markov Models"
    15th International Conference on Frontiers in Handwriting Recognition (2016)
    : bibtex : pdf : more info
87. 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
88. 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
89. Calvo-Zaragoza, Jorge
    "Pattern Recognition for Music Notation"
    PhD Thesis. Supervisors: Jose Oncina, Juan R. Rico-Juan
    Universidad de Alicante (2016)
    : bibtex : pdf : more info
90. Ponce de León, P.J., Iñesta, J.M., Calvo-Zaragoza, J., Rizo, D.
    "Data-based melody generation through multi-objective evolutionary computation"
    Journal of Mathematics and Music, vol. 10, pp. 173-192 (2016)
    : bibtex : pdf : more info : DOI : Journal URL : Online Supplement
91. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.; Illescas, P.R.
    "Hidden Markov Models for Functional Analysis"
    Music and Machine Learning Workshop, Riva del Garda (2016)
    : bibtex : more info : Workshop URL
92. 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
93. 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"
    Pattern Analysis and Applications, vol. 18, pp. 933-943 (2015)
    : bibtex : pdf : more info : DOI
94. Calvo-Zaragoza, J.; Oncina, J.
    "Clustering of Strokes from Pen-based Music Notation: An Experimental Study"
    7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-19389-2, pp. 633-640, Santiago de Compostela, Spain (2015)
    : bibtex : pdf : more info
95. 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
96. 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
97. J.M. Iñesta, P.J. Ponce de León, J. Calvo-Zaragoza, and D. Rizo
    "Genre-based melody generation through multi-objective genetic algorithms"
    Proceedings of the 8th Machine Learning and Music workshop (MML 2015), Vancouver (Canada) (2015)
    : bibtex : more info : Workshop URL
98. Martínez-Álvarez, A; Cuenca-Asensi, S.; Ortiz, A.; Calvo-Zaragoza, J.; Vivas Tejuelo, L. A.
    "Tuning compilations by multi-objective optimization: Application to Apache web server"
    Applied Soft Computing, vol. 29, pp. 461-470 (2015)
    : bibtex : more info
99. 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
100. Calvo-Zaragoza, J.; Oncina, J.
     "Recognition of Pen-based Music Notation with Probabilistic Machines"
     Proceedings of the 7th International Workshop on Machine Learning and Music , Barcelona, Spain (2014)
     : bibtex : more info
101. Calvo-Zaragoza, J; Oncina, J.
     "Recognition of Pen-Based Music Notation: the HOMUS dataset"
     Proceedings of the 22nd International Conference on Pattern Recognition, ISBN: 978-1-4799-5208-3, pp. 3038-3043, Stockholm, Sweden (2014)
     : bibtex : pdf : more info : DOI
102. Martínez-Álvarez, A; Calvo-Zaragoza, J; Cuenca-Asensi, S; Ortiz, A; Jimeno-Morenilla, A
     "Multi-objective adaptive evolutionary strategy for tuning compilations"
     Neurocomputing, vol. 123, pp. 381-389 (2014)
     : bibtex : more info
103. Bernabeu, J.F., Pérez-Sancho, C., Ponce de León, P.J., Iñesta, J.M., Calvo-Zaragoza, J.
     "A Multimodal Genre Recognition Prototype"
     Actas del III Workshop de Reconocimiento de Formas y Análisis de Imágenes, ISBN: 978-84-695-8332-6, pp. 13-16, Madrid, Spain (2013)
     : bibtex : pdf : more info
104. Calvo-Zaragoza, J., Oncina, J.
     "Human-Computer Interaction for Optical Music Recognition tasks"
     Actas del III Workshop de Reconocimiento de Formas y Análisis de Imágenes, ISBN: 978-84-695-8332-6, pp. 9-12, Madrid, Spain (2013)
     : bibtex : pdf : more info
105. Calvo-Zaragoza, J; Oncina, J; Iñesta J. M.
     "Recognition of Online Handwritten Music Symbols"
     Proceedings of the 6th International Workshop on Machine Learning and Music, Prague, Czech Republic (2013)
     : bibtex : pdf : more info
106. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
     "A distance for partially labeled trees"
     Lecture Notes in Computer Science, vol. 6669, pp. 492--499 (2011)
     : bibtex : pdf : more info : URL