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1st International Workshop on Reading Music Systems

[WORMS]

Paris, September 20

PRAIg '18 / +pics

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11th international workshop on Machine Learning and Music

[]

Stockholm: 13-15th July 2018

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.; Gallego, A.J.
    "A selectional auto-encoder approach for document image binarization"
    Pattern Recognition (2018)
    : bibtex : more info
  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.; 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
  6. Gallego A.J.; Pertusa A; Gil P; Fisher R.B.
    "Detection of bodies in maritime rescue operations using unmanned aerial vehicles with multispectral cameras"
    Journal of Field Robotics, pp. 1-15 (2018)
    : bibtex : more info : URL
  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.; 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
  10. 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
  11. 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
  12. 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, pp. 17--18, Paris (2018)
    : bibtex : more info
  13. Micó, Luisa; Iñesta, José Manuel; Rizo, David
    "Incremental Learning for Recognition of Handwritten Mensural Notation"
    Proceedings of the ICML joint workshop on Machine Learning for Music. (2018)
    : bibtex : pdf : more info : Workshop URL
  14. 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
  15. Ortega-Bastida, J.; Gallego, A.J.; Pertusa, A.
    "Multimodal Object Recognition using Deep Learning Representations extracted from Images and Smartphone Sensors"
    Proc of the 23rd Iberoamerican Congress on Pattern Recognition (CIARP), Madrid, Spain (2018)
    : bibtex
  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. 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
  20. 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
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