Jose J. Valero-Mas

Orcid: 0000-0001-8667-4070

According to our database1, Jose J. Valero-Mas authored at least 44 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
An overview of ensemble and feature learning in few-shot image classification using siamese networks.
Multim. Tools Appl., 2024

Self-Supervised Learning for Text Recognition: A Critical Survey.
CoRR, 2024

Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition.
CoRR, 2024

Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset.
CoRR, 2024

A Transformer Approach for Polyphonic Audio-to-Score Transcription.
Proceedings of the IEEE International Conference on Acoustics, 2024

Contrastive Self-Supervised Learning for Optical Music Recognition.
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
IEEE Trans. Learn. Technol., December, 2023

Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation.
Pattern Anal. Appl., November, 2023

An experimental study on marine debris location and recognition using object detection.
Pattern Recognit. Lett., April, 2023

Multimodal recognition of frustration during game-play with deep neural networks.
Multim. Tools Appl., April, 2023

Late multimodal fusion for image and audio music transcription.
Expert Syst. Appl., April, 2023

Few-shot symbol classification via self-supervised learning and nearest neighbor.
Pattern Recognit. Lett., March, 2023

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.
Pattern Recognit., 2023

Predicting Performance Difficulty From Piano Sheet Music Images.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Efficient Notation Assembly in Optical Music Recognition.
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.
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.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Decoupling music notation to improve end-to-end Optical Music Recognition.
Pattern Recognit. Lett., 2022

Efficient k-nearest neighbor search based on clustering and adaptive k values.
Pattern Recognit., 2022

Multimodal image and audio music transcription.
Int. J. Multim. Inf. Retr., 2022

Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2022

The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Test Sample Selection for Handwriting Recognition Through Language Modeling.
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.
Soft Comput., 2021

Data Augmentation for End-to-End Optical Music Recognition.
Proceedings of the Document Analysis and Recognition, 2021

2020
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition.
Appl. Soft Comput., 2020

2019
Extensions to rank-based prototype selection in k-Nearest Neighbour classification.
Appl. Soft Comput., 2019

2018
Oversampling imbalanced data in the string space.
Pattern Recognit. Lett., 2018

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit., 2018

Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ., 2018

2017
An experimental study on rank methods for prototype selection.
Soft Comput., 2017

Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.
Soft Comput., 2017

Prototype generation on structural data using dissimilarity space representation.
Neural Comput. Appl., 2017

Interactive user correction of automatically detected onsets: approach and evaluation.
EURASIP J. Audio Speech Music. Process., 2017

Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription.
Proceedings of the AES International Conference Semantic Audio 2017, 2017

End-to-End Optical Music Recognition Using Neural Networks.
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.
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.
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.
Neurocomputing, 2016

2015
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.
Pattern Recognit., 2015

Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015


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