Jose J. Valero-Mas
Jose J. Valero-Mas
Assistant Professor, University of Alicante, Spain
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Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation
AJ Gallego, J Calvo-Zaragoza, JJ Valero-Mas, JR Rico-Juan
Pattern Recognition 74, 531-543, 2018
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals
J Calvo-Zaragoza, JJ Valero-Mas, JR Rico-Juan
Pattern Recognition 48 (5), 1608-1622, 2015
Oversampling imbalanced data in the string space
FJ Castellanos, JJ Valero-Mas, J Calvo-Zaragoza, JR Rico-Juan
Pattern Recognition Letters 103, 32-38, 2018
Efficient k-nearest neighbor search based on clustering and adaptive k values
AJ Gallego, JR Rico-Juan, JJ Valero-Mas
Pattern recognition 122, 108356, 2022
End-to-end optical music recognition using neural networks
J Calvo-Zaragoza, JJ Valero-Mas, A Pertusa
Proceedings of the 18th International Society for Music Information …, 2017
Extensions to rank-based prototype selection in k-Nearest Neighbour classification
JR Rico-Juan, JJ Valero-Mas, J Calvo-Zaragoza
Applied Soft Computing 85, 105803, 2019
Prototype generation on structural data using dissimilarity space representation
J Calvo-Zaragoza, JJ Valero-Mas, JR Rico-Juan
Neural Computing and Applications 28, 2415-2424, 2017
Statistical semi-supervised system for grading multiple peer-reviewed open-ended works
JR Rico-Juan, AJ Gallego, JJ Valero-Mas, J Calvo-Zaragoza
Computers & Education 126, 264-282, 2018
On the suitability of Prototype Selection methods for kNN classification with distributed data
JJ Valero-Mas, J Calvo-Zaragoza, JR Rico-Juan
Neurocomputing 203, 150-160, 2016
An experimental study on rank methods for prototype selection
JJ Valero-Mas, J Calvo-Zaragoza, JR Rico-Juan, JM Iñesta
Soft Computing 21, 5703-5715, 2017
Exploiting the two-dimensional nature of agnostic music notation for neural optical music recognition
M Alfaro-Contreras, JJ Valero-Mas
Applied Sciences 11 (8), 3621, 2021
Data reduction in the string space for efficient knn classification through space partitioning
JJ Valero-Mas, FJ Castellanos
Applied Sciences 10 (10), 3356, 2020
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification
JJ Valero-Mas, AJ Gallego, P Alonso-Jiménez, X Serra
Pattern Recognition 135, 109190, 2023
Decoupling music notation to improve end-to-end Optical Music Recognition
M Alfaro-Contreras, A Ríos-Vila, JJ Valero-Mas, JM Iñesta, ...
Pattern Recognition Letters 158, 157-163, 2022
Late multimodal fusion for image and audio music transcription
M Alfaro-Contreras, JJ Valero-Mas, JM Iñesta, J Calvo-Zaragoza
Expert Systems with Applications 216, 119491, 2023
Assessing the relevance of onset information for note tracking in piano music transcription
JJ Valero-Mas, E Benetos, JM Iñesta
Audio Engineering Society Conference: 2017 AES International Conference on …, 2017
A supervised classification approach for note tracking in polyphonic piano transcription
JJ Valero-Mas, E Benetos, JM Iñesta
Journal of New Music Research 47 (3), 249-263, 2018
Neural audio-to-score music transcription for unconstrained polyphony using compact output representations
V Arroyo, JJ Valero-Mas, J Calvo-Zaragoza, A Pertusa
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification
FJ Castellanos, JJ Valero-Mas, J Calvo-Zaragoza
Soft Computing 25 (24), 15403-15415, 2021
Data augmentation for end-to-end optical music recognition
JC López-Gutiérrez, JJ Valero-Mas, FJ Castellanos, J Calvo-Zaragoza
International Conference on Document Analysis and Recognition, 59-73, 2021
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Artículos 1–20