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Publications 2018:

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1. Bustos, A;Pertusa, A.
   "Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks"
   Applied Sciences, vol. 8 (2018)
   : bibtex : more info : URL
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. Gallego, A.J.; Gil, P.; Pertusa, A.; Fisher, R.B.
   "Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders"
   Sensors, vol. 18, pp. 1424-8220 (2018)
   : bibtex : more info : URL
9. Gallego, A.J.; López, D.; Calera-Rubio, J.
   "Grammatical inference of directed acyclic graph languages with polynomial time complexity"
   Journal of Computer and System Sciences, vol. 95, pp. 19-34 (2018)
   : bibtex : more info : URL
10. 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
11. Gallego, A.J.; Pertusa, A.; Gil, P.
    "Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks"
    Remote Sensing, vol. 10, pp. 20 (2018)
    : bibtex : more info : URL
12. Iñesta, J.M.; Conklin, D.; Ramirez, R.; M. Fiore, T.M.
    "Machine Learning and Music Generation"
    Thomas M. Fiore (Eds.) Routledge, Taylor & Francis, , ISBN: 978-0-8153-7720-7 (2018)
    : bibtex : more info
13. Iñesta, J.M.; Ponce de León, P.J.; Rizo, D.; Oncina, J.; Micó L.; Rico-Juan, J.R.; Pérez-Sancho, C.; Pertusa, A.
    "HISPAMUS: Handwritten Spanish Music Heritage Preservation by Automatic Transcription"
    Proceedings of the 1st Workshop on Reading Music Systems, WoRMS, pp. 17--18, Paris (2018)
    : bibtex : pdf : more info : Workshop site
14. Micó, Luisa; Iñesta, José Manuel; Rizo, David
    "Incremental Learning for Recognition of Handwritten Mensural Notation"
    ICML joint workshop on Machine Learning for Music. (2018)
    : bibtex : pdf : more info : Workshop URL
15. Nieto-Hidalgo, M.; Gallego, A.J.; Gil, P.; Pertusa, A.
    "Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images"
    IEEE Transactions on Geoscience and Remote Sensing, vol. 56, pp. 5217-5230 (2018)
    : bibtex : more info : URL
16. Pertusa, A; Gallego, A.-J; Bernabeu, M.
    "MirBot: A collaborative object recognition system for smartphones using convolutional neural networks"
    Neurocomputing, vol. 293, pp. 87-99 (2018)
    : bibtex : more info : Preprint : URL
17. 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
18. 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
19. Rizo, D.; Pascual-León, N.; Sapp, C.S.
    "White Mensural Manual Encoding: from Humdrum to MEI"
    Cuadernos de Investigación Musical, pp. 373-393 (2018)
    : bibtex : pdf : more info : Journal URL
20. Román, M.A.;Pertusa, A.;Calvo, J.
    "An End-to-End Framework for Audio-to-Score Music Transcription on Monophonic Excerpts"
    Proc. of the 19th International Society for Music Information Retrieval Conference (ISMIR), Paris, France (2018)
    : bibtex : more info : URL
21. 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
22. Valero-Mas, J.J.; Benetos, E.; Iñesta, J.M.
    "A supervised classification approach for note tracking in polyphonic piano transcription"
    Journal of New Music Research, vol. 47, pp. 249--263 (2018)
    : bibtex : more info : RUA