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PRAIg '17 / +pics

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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 6th October 2017

Publications 2017:

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  1. Alacid, B.; Gallego, A-J.; Gil, P.; Pertusa, A.
    "Oil Slicks Detection in SLAR Images with Autoencoders"
    5th International Symposium on Sensor Science, Barcelona, Spain (2017)
    : bibtex : more info : url
  2. Bernabeu, J.F.
    "Similarity Learning and Stochastic Language Models for Tree-Represented Music"
    PhD Thesis. Supervisors: Iñesta, José M.; Calera-Rubio, J.
    University of Alicante (2017)
    : bibtex : pdf : more info
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
    "Staff-line removal with Selectional Auto-Encoders"
    Expert Systems With Applications, vol. 89, pp. 138 - 148 (2017)
    : bibtex : more info
  11. Jose J. Valero-Mas
    "Towards Interactive Multimodal Music Transcription"
    PhD Thesis. Supervisors:
    University of Alicante (2017)
    : bibtex : pdf : more info
  12. Pertusa, A; Gallego, A.-J; Bernabeu, M.
    "MirBot, a collaborative object recognition system for smartphones using convolutional neural networks"
    arXiv:1706.02889 (2017)
    : bibtex : more info : URL
  13. 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
  14. Valero-Mas, J. J.; Benetos, E.; Iñesta, J. M.
    "Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription"
    Proceedings of the AES International Conference on Semantic Audio (2017)
    : bibtex : pdf : more info
  15. 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), Faro, Portugal (2017)
    : bibtex : pdf : more info
  16. Valero-Mas, J. J.; Iñesta, J. M.
    "Interactive User Correction of Automatically Detected Onsets: Approach and Evaluation"
    EURASIP Journal on Audio, Speech, and Music Processing (2017)
    : bibtex : pdf : more info : Web page
  17. Valero-Mas, J. J.; Iñesta, J. M.
    "Experimental assessment of descriptive statistics and adaptive methodologies for threshold establishment in onset selection functions"
    Proceedings of the 14th Sound and Music Computing Conference (SMC) (2017)
    : bibtex : pdf : more info
  18. 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
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