Jose J. Valero-Mas

57 papers A* 1A 1B 1C 1Misc 10Journal 35Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Insights into imbalance-aware Multilabel Prototype Generation mechanisms for k-Nearest Neighbor classification in noisy scenarios.
Pattern Recognit.
Jose J. Valero-Mas, Carlos Peñarrubia, Francisco J. Castellanos, Antonio Javier Gallego, Jorge Calvo-Zaragoza
2026 J jnl
Multimodal transformers for image and audio polyphonic music transcription.
Appl. Soft Comput.
María Alfaro-Contreras, Noelia N. Luna-Barahona, Carlos Pérez-Sancho, Jorge Calvo-Zaragoza, Jose J. Valero-Mas
2025 Misc conf
Impact of Label-Level Noise on Multi-label Learning: A Case Study on the k-Nearest Neighbor Classifier.
IbPRIA
Antonio Requena, Antonio Javier Gallego, Jose J. Valero-Mas
2025 Misc conf
Mitigating Overfitting in Fully Transformer Architectures for Handwritten Text Recognition.
IbPRIA
Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2025 J jnl
On the Automatic Recognition of Jeongganbo Music Notation: Dataset and Approach.
ACM Journal on Computing and Cultural Heritage
Dongmin Kim, Danbinaerin Han, Dasaem Jeong, Jose J. Valero-Mas
2025 J jnl
Self-Supervised Learning for Text Recognition: A Critical Survey.
Int. J. Comput. Vis.
Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2025 J jnl
Spatial context-based Self-Supervised Learning for Handwritten Text Recognition.
Pattern Recognit. Lett.
Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2025 — conf
Whistler Identification in Whistled Spanish (Silbo): A Case Study.
SPECOM (2)
Alejandro López-García, María Alfaro-Contreras, Julien Meyer, Jose J. Valero-Mas
2024 Misc conf
A Transformer Approach for Polyphonic Audio-to-Score Transcription.
ICASSP
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2024 J jnl
An overview of ensemble and feature learning in few-shot image classification using siamese networks.
Multim. Tools Appl.
Jose J. Valero-Mas, Antonio Javier Gallego, Juan Ramón Rico-Juan
2024 J jnl
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset.
CoRR
Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra
2024 B conf
Contrastive Self-Supervised Learning for Optical Music Recognition.
DAS
Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2024 J jnl
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
CoRR
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
2024 A* conf
MUSCAT: A Multimodal mUSic Collection for Automatic Transcription of Real Recordings and Image Scores.
ACM Multimedia
Alejandro Galán-Cuenca, Jose J. Valero-Mas, Juan C. Martinez-Sevilla, Antonio Hidalgo-Centeno, Antonio Pertusa, Jorge Calvo-Zaragoza
2024 J jnl
Self-Supervised Learning for Text Recognition: A Critical Survey.
CoRR
Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2024 J jnl
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition.
CoRR
Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2023 Misc conf
Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification.
IbPRIA
Carlos Peñarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza
2023 J jnl
An experimental study on marine debris location and recognition using object detection.
Pattern Recognit. Lett.
Alejandro Sánchez-Ferrer, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza
2023 — conf
Efficient Notation Assembly in Optical Music Recognition.
ISMIR
Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2023 J jnl
Few-shot symbol classification via self-supervised learning and nearest neighbor.
Pattern Recognit. Lett.
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2023 J jnl
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
IEEE Trans. Learn. Technol.
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
2023 A conf
Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works.
INTERSPEECH
Juan Carlos Martinez-Sevilla, María Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2023 J jnl
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation.
Pattern Anal. Appl.
Adrian Rosello, Jose J. Valero-Mas, Antonio Javier Gallego, Javier Sáez-Pérez, Jorge Calvo-Zaragoza
2023 J jnl
Late multimodal fusion for image and audio music transcription.
Expert Syst. Appl.
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
2023 J jnl
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.
Pattern Recognit.
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
2023 J jnl
Multimodal recognition of frustration during game-play with deep neural networks.
Multim. Tools Appl.
Carlos de la Fuente, Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2023 — conf
Predicting Performance Difficulty From Piano Sheet Music Images.
ISMIR
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
2023 J jnl
Predicting performance difficulty from piano sheet music images.
CoRR
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
2022 J jnl
Decoupling music notation to improve end-to-end Optical Music Recognition.
Pattern Recognit. Lett.
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
2022 Misc conf
Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition.
IbPRIA
Javier Sáez-Pérez, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2022 J jnl
Efficient k-nearest neighbor search based on clustering and adaptive k values.
Pattern Recognit.
Antonio Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas
2022 — conf
Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor.
ICPR Workshops (3)
Antonio Ríos-Vila, María Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2022 J jnl
Late multimodal fusion for image and audio music transcription.
CoRR
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
2022 J jnl
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification.
CoRR
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
2022 — conf
Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study.
ICPR Workshops (3)
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
2022 J jnl
Multimodal image and audio music transcription.
Int. J. Multim. Inf. Retr.
Carlos de la Fuente, Jose J. Valero-Mas, Francisco J. Castellanos, Jorge Calvo-Zaragoza
2022 Misc conf
Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations.
ICASSP
Víctor Arroyo, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Antonio Pertusa
2022 Misc conf
Test Sample Selection for Handwriting Recognition Through Language Modeling.
IbPRIA
Adrian Rosello, Eric Ayllon, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2022 Misc conf
The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition.
IbPRIA
Alejandro Sánchez-Ferrer, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2021 — conf
Data Augmentation for End-to-End Optical Music Recognition.
ICDAR Workshops (1)
Juan C. López-Gutiérrez, Jose J. Valero-Mas, Francisco J. Castellanos, Jorge Calvo-Zaragoza
2021 J jnl
Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification.
Soft Comput.
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2020 J jnl
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition.
Appl. Soft Comput.
Juan Ramón Rico-Juan, Jose J. Valero-Mas, José M. Iñesta
2019 J jnl
Extensions to rank-based prototype selection in k-Nearest Neighbour classification.
Appl. Soft Comput.
Juan Ramón Rico-Juan, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2018 J jnl
Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit.
Antonio Javier Gallego, Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2018 J jnl
Oversampling imbalanced data in the string space.
Pattern Recognit. Lett.
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
2018 J jnl
Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ.
Juan Ramón Rico-Juan, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2017 Misc conf
A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems.
IbPRIA
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2017 J jnl
An experimental study on rank methods for prototype selection.
Soft Comput.
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2017 — conf
Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription.
Semantic Audio
Jose J. Valero-Mas, Emmanouil Benetos, José Manuel Iñesta Quereda
2017 — conf
End-to-End Optical Music Recognition Using Neural Networks.
ISMIR
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Antonio Pertusa
2017 J jnl
Interactive user correction of automatically detected onsets: approach and evaluation.
EURASIP J. Audio Speech Music. Process.
Jose J. Valero-Mas, José M. Iñesta
2017 J jnl
Prototype generation on structural data using dissimilarity space representation.
Neural Comput. Appl.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2017 C conf
Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor.
ICPRAM
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2017 J jnl
Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.
Soft Comput.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2016 J jnl
On the suitability of Prototype Selection methods for kNN classification with distributed data.
Neurocomputing
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
2015 J jnl
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.
Pattern Recognit.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2015 Misc conf
Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.
IbPRIA
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan