Juan de La Torre Cruz

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

Nicolas Ruiz Reyes, Juan De La Torre Cruz, D. Martinez-Munoz, 2021 .

Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization

N. Ruiz-Reyes, S. G. Galán, J. Carabias-Orti, 2021, Sensors.

Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds

Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada, Julio J. Carabias-Orti, 2020, Expert Syst. Appl..

Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization

Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Julio J. Carabias-Orti, 2020, Sensors.

Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals

P. Vera-Candeas, N. Ruiz-Reyes, S. G. Galán, 2023, Journal of Biomedical Informatics.

Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals

N. Ruiz-Reyes, D. Martínez-Muñoz, A. Muñoz-Montoro, 2022, Comput. Methods Programs Biomed..

Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization

J. Torre-Cruz, V. Montiel-Zafra, P. Vera-Candeas, 2018, ICBBT '18.