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14th workshop gRFIA

9th Music Encoding Conference (MEI 2021)

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Alicante, May 25-28

13th international workshop on Machine Learning and Music

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(online) September 18, 2020

Publications 2020:

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  1. Bustos, A.; Pertusa, A.; Salinas, J.M.; de la Iglesia-Vayá, M.
    "PadChest: A large chest x-ray image dataset with multi-label annotated reports"
    Medical Image Analysis, vol. 66, pp. 101797 (2020)
    : bibtex : more info : Paper : Preprint
  2. 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
  3. 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
  4. 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
  5. 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
  6. Cuevas-Velasquez, Hanz; Gallego, Antonio-Javier; Fisher, Robert B.
    "Segmentation and 3D reconstruction of rose plants from stereoscopic images"
    Computers and Electronics in Agriculture, vol. 171, pp. 105296 (2020)
    : bibtex : more info
  7. Cuevas-Velasquez, Hanz; Gallego, Antonio-Javier; Tylecek, Radim; Hemming, Jochen; van Tuijl, Bart; Mencarelli, Angelo; Fisher, Robert B.
    "Real-time Stereo Visual Servoing for Rose Pruning with Robotic Arm"
    International Conference on Robotics and Automation (ICRA), Paris, France (2020)
    : bibtex : more info
  8. de la Iglesia Vayá, M., Saborit, J.M.; Montell, J.A.; Pertusa, A.; Bustos, A.; Cazorla, M.; Galant, J.; Barber, X.; Orozco-Beltrán, D.; García-García, F.; Caparrós, M.; González, G.; Salinas, J.M.
    "BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients"
    ArXiv:2006.01174 (2020)
    : bibtex : more info : Preprint
  9. Gallego, A.-J.; Calvo-Zaragoza, J.; Fisher, B.;
    "Incremental Unsupervised Domain-Adversarial Training of Neural Networks"
    IEEE Transactions on Neural Networks and Learning Systems (2020)
    : bibtex : more info
  10. 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
  11. González, G.; Bustos, A.; Salinas, J.M.; de la Iglesia-Vaya, M.; Galant, J.; Cano-Espinosa, C.; Barber, X.; Orozco-Beltrán, D.; Cazorla, M.; Pertusa, A.
    "UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays"
    arxiv:2006.05274 (2020)
    : bibtex : more info : Preprint
  12. L. Micó, J. Oncina & J.M. Iñesta
    "Adaptively Learning to Recognize Symbols in Handwritten Early Music"
    Machine Learning and Knowledge Discovery in Databases, ISBN: 978-3-030-43887-6, pp. 470--477 (2020)
    : bibtex : more info
  13. Rico-Juan, J.R.; Valero-Mas, J.J.; Iñesta, J.M.
    "Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition"
    Applied Soft Computing, vol. 97 (Part A) (2020)
    : bibtex : more info : URL
  14. 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 :
  15. 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
  16. Saborit-Torres, J. M.; Saenz-Gamboa, J.J.; Montell, J.À.; Salinas, J.M.; Gómez, J.A.; Stefan, I.; Caparrós, M.; García-García, F.; Domenech, J.; Manjón, J. V.; Rojas, G.; Pertusa, A.;Bustos, A.; González, G.; Galant, J.; de la Iglesia-Vayá, M.
    "Medical imaging data structure extended to multiple modalities and anatomical regions"
    ArXiv:2010.00434 (2020)
    : bibtex : more info : Preprint
  17. 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
  18. Valero-Mas, J. J.; Castellanos, F. J.
    "Data Reduction in the String Space for Efficient kNN Classification through Space Partitioning"
    Applied Sciences, vol. 10, pp. 3356 (2020)
    : bibtex
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