Jose J. Valero-Mas

Multim. Tools Appl., 2024

Self-Supervised Learning for Text Recognition: A Critical Survey.

[BibT_eX]

[DOI]

Carlos Peñarrubia

CoRR, 2024

Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset.

[BibT_eX]

[DOI]

CoRR, 2024

A Transformer Approach for Polyphonic Audio-to-Score Transcription.

[BibT_eX]

[DOI]

Antonio Ríos-Vila

Proceedings of the IEEE International Conference on Acoustics, 2024

Contrastive Self-Supervised Learning for Optical Music Recognition.

[BibT_eX]

[DOI]

Carlos Peñarrubia

Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023

Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Víctor M. Sánchez-Cartagena

IEEE Trans. Learn. Technol., December, 2023

Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Adrian Rosello

Javier Sáez-Pérez

Pattern Anal. Appl., November, 2023

An experimental study on marine debris location and recognition using object detection.

[BibT_eX]

[DOI]

Alejandro Sánchez-Ferrer

Pattern Recognit. Lett., April, 2023

Multimodal recognition of frustration during game-play with deep neural networks.

[BibT_eX]

[DOI]

Carlos de la Fuente

Multim. Tools Appl., April, 2023

Late multimodal fusion for image and audio music transcription.

[BibT_eX]

[DOI]

Expert Syst. Appl., April, 2023

Few-shot symbol classification via self-supervised learning and nearest neighbor.

[BibT_eX]

[DOI]

Antonio Ríos-Vila

Pattern Recognit. Lett., March, 2023

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.

[BibT_eX]

[DOI]

Juan Carlos Martinez-Sevilla

Pablo Alonso-Jiménez

Xavier Serra

Pattern Recognit., 2023

Predicting Performance Difficulty From Piano Sheet Music Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Efficient Notation Assembly in Optical Music Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Carlos Peñarrubia

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022

Decoupling music notation to improve end-to-end Optical Music Recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2022

Efficient k-nearest neighbor search based on clustering and adaptive k values.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Multimodal image and audio music transcription.

[BibT_eX]

[DOI]

Carlos de la Fuente

Int. J. Multim. Inf. Retr., 2022

Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor.

[BibT_eX]

[DOI]

Antonio Ríos-Vila

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition.

[BibT_eX]

[DOI]

Alejandro Sánchez-Ferrer

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition.

[BibT_eX]

[DOI]

Javier Sáez-Pérez

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Test Sample Selection for Handwriting Recognition Through Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021

Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification.

[BibT_eX]

[DOI]

Soft Comput., 2021

Data Augmentation for End-to-End Optical Music Recognition.

[BibT_eX]

[DOI]

Juan C. López-Gutiérrez

Proceedings of the Document Analysis and Recognition, 2021

2020

Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

2019

Extensions to rank-based prototype selection in k-Nearest Neighbour classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

2018

Oversampling imbalanced data in the string space.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.

[BibT_eX]

[DOI]

Comput. Educ., 2018

2017

An experimental study on rank methods for prototype selection.

[BibT_eX]

[DOI]

José Manuel Iñesta Quereda

Soft Comput., 2017

Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.

[BibT_eX]

[DOI]

Soft Comput., 2017

Prototype generation on structural data using dissimilarity space representation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

Interactive user correction of automatically detected onsets: approach and evaluation.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2017

Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription.

[BibT_eX]

[DOI]

José Manuel Iñesta Quereda

Emmanouil Benetos

Proceedings of the AES International Conference Semantic Audio 2017, 2017

End-to-End Optical Music Recognition Using Neural Networks.

[BibT_eX]

[DOI]

Antonio Pertusa

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems.

[BibT_eX]

[DOI]

José Manuel Iñesta Quereda

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016

On the suitability of Prototype Selection methods for kNN classification with distributed data.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.

[BibT_eX]

[DOI]