Jose J. Valero-Mas

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Prototype Selection

Nearest Neighbor

Top Venues

Pattern Recognit.

Pattern Recognit. Lett.

Publications

Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence. CoRR (2024)
Jose J. Valero-Mas, Antonio Javier Gallego, Juan Ramón Rico-Juan
An overview of ensemble and feature learning in few-shot image classification using siamese networks. Multim. Tools Appl. 83 (7) (2024)
Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset. CoRR (2024)
Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Self-Supervised Learning for Text Recognition: A Critical Survey. CoRR (2024)
Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition. CoRR (2024)
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
A Transformer Approach for Polyphonic Audio-to-Score Transcription. ICASSP (2024)
Adrian Rosello, Jose J. Valero-Mas, Antonio Javier Gallego, Javier Sáez-Pérez, Jorge Calvo-Zaragoza
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation. Pattern Anal. Appl. 26 (4) (2023)
Carlos de la Fuente, Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Multimodal recognition of frustration during game-play with deep neural networks. Multim. Tools Appl. 82 (9) (2023)
Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Efficient Notation Assembly in Optical Music Recognition. ISMIR (2023)
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
Predicting Performance Difficulty From Piano Sheet Music Images. ISMIR (2023)
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra
Predicting performance difficulty from piano sheet music images. CoRR (2023)
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognit. 135 (2023)
Carlos Penarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza
Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification. IbPRIA (2023)
Alejandro Sánchez-Ferrer, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza
An experimental study on marine debris location and recognition using object detection. Pattern Recognit. Lett. 168 (2023)
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence. IEEE Trans. Learn. Technol. 16 (6) (2023)
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
Late multimodal fusion for image and audio music transcription. Expert Syst. Appl. 216 (2023)
Juan Carlos Martinez-Sevilla, María Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works. INTERSPEECH (2023)
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Few-shot symbol classification via self-supervised learning and nearest neighbor. Pattern Recognit. Lett. 167 (2023)
Javier Sáez-Pérez, Antonio-Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition. IbPRIA (2022)
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
Late multimodal fusion for image and audio music transcription. CoRR (2022)
Adrian Rosello, Eric Ayllon, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Test Sample Selection for Handwriting Recognition Through Language Modeling. IbPRIA (2022)
María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
Decoupling music notation to improve end-to-end Optical Music Recognition. Pattern Recognit. Lett. 158 (2022)
Antonio-Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas
Efficient k-nearest neighbor search based on clustering and adaptive k values. Pattern Recognit. 122 (2022)
Jose J. Valero-Mas, Antonio-Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification. CoRR (2022)
María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza
Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study. ICPR Workshops (3) (2022)
Carlos de la Fuente, Jose J. Valero-Mas, Francisco J. Castellanos, Jorge Calvo-Zaragoza
Multimodal image and audio music transcription. Int. J. Multim. Inf. Retr. 11 (1) (2022)
Víctor Arroyo, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Antonio Pertusa
Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations. ICASSP (2022)
Alejandro Sánchez-Ferrer, Antonio-Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition. IbPRIA (2022)
Antonio Ríos-Vila, María Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor. ICPR Workshops (3) (2022)
Juan C. López-Gutiérrez, Jose J. Valero-Mas, Francisco J. Castellanos, Jorge Calvo-Zaragoza
Data Augmentation for End-to-End Optical Music Recognition. ICDAR Workshops (1) (2021)
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification. Soft Comput. 25 (24) (2021)
Juan Ramón Rico-Juan, Jose J. Valero-Mas, José M. Iñesta
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition. Appl. Soft Comput. 97 (Part) (2020)
Juan Ramón Rico-Juan, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Extensions to rank-based prototype selection in k-Nearest Neighbour classification. Appl. Soft Comput. 85 (2019)
Antonio-Javier Gallego, Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation. Pattern Recognit. 74 (2018)
Juan Ramón Rico-Juan, Antonio-Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Statistical semi-supervised system for grading multiple peer-reviewed open-ended works. Comput. Educ. 126 (2018)
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
Oversampling imbalanced data in the string space. Pattern Recognit. Lett. 103 (2018)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems. IbPRIA (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor. ICPRAM (2017)
Jose J. Valero-Mas, Emmanouil Benetos, José Manuel Iñesta Quereda
Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription. Semantic Audio (2017)
Jose J. Valero-Mas, José M. Iñesta
Interactive user correction of automatically detected onsets: approach and evaluation. EURASIP J. Audio Speech Music. Process. 2017 (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Antonio Pertusa
End-to-End Optical Music Recognition Using Neural Networks. ISMIR (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Prototype generation on structural data using dissimilarity space representation. Neural Comput. Appl. 28 (9) (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification. Soft Comput. 21 (20) (2017)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
An experimental study on rank methods for prototype selection. Soft Comput. 21 (19) (2017)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
On the suitability of Prototype Selection methods for kNN classification with distributed data. Neurocomputing 203 (2016)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals. Pattern Recognit. 48 (5) (2015)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study. IbPRIA (2015)