2025
J. Torre-Cruz, F. Canadas-Quesada, R. Cortina-Parajon, J. Ranilla-Pastor, N. Ruiz-Reyes, P. Vera-Candeas, P. Cano-Lucena, C. Lacarcel-Bautista, G. Perez-Chica, J.M. Cruz-Molina, A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds, Computers in Biology and Medicine, Volume 196, Part C, September 2025, 110910, https://doi.org/10.1016/j.compbiomed.2025.110910
Francisco David Gonzalez-Martinez, Juan De La Torre-Cruz, Julio Jose Carabias-Orti, Francisco Jesus Canadas-Quesada, Alejandro Antonio Salvador-Navarro, Jose Ranilla, Lyam Lamrini-H. Laarbi, Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization, EURASIP Journal on Audio Speech and Music Processing, 2025, Article number: 24 (2025), Cuartil: Q2 (2024). https://doi.org/10.1186/s13636-025-00410-9
Sebastian Garcia-Galan, Jose A. Cabrera-Rodriguez, Francisco J. Maldonado-Carrascosa, Nicolás Ruiz-Reyes, Małgorzata Szczerska, Pedro Vera-Candeas, Francisco D. Gonzalez-Martinez, Francisco J. Canadas-Quesada, Alfonso J. Cruz-Lendinez, Expert system against machine learning approaches as a virtual sensor for ventricular arrhythmia risk level estimation, Biomedical Signal Processing and Control, vol. 102, 2025. Cuartil: Q2 (2024). doi.org/10.1016/j.bspc.2024.107255
2024
Pablo Revuelta-Sanz, Antonio J. Muñoz-Montoro, Juan Torre-Cruz, Francisco J. Canadas-Quesada, José Ranilla, Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation, The Journal of Supercomputing, 2024. Cuartil: Q2 (2024). doi: 10.1007/s11227-024-06411-3
Sebastián García Galán, José Ángel Cabrera, Adam Marchewka, J. Enrique Muñoz Expósito, Juan de la Torre Cruz, Pedro Vera Candeas, F.J. Rodriguez Serrano, Julio J. Carabias Orti, Francisco J. Cañadas Quesada, Raul Mata Campos, Nicolás Ruiz Reyes, Alfonso Cruz Lendinez, Expert System-Based application for fatal ventricular arrhythmia risk level ESTIMATION based on QT-Interval prolongation, Expert Systems with Applications, 2024. Cuartil: Q1 (2024). doi: 10.1016/j.eswa.2024.124381
González-Martínez, F. D., Carabias-Orti, J. J., Cañadas-Quesada, F. J., Ruiz-Reyes, N., Martínez-Muñoz, D., & García-Galán, S., Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks, Applied Acoustics, 2024. Cuartil: Q1 (2024). doi: 10.1016/j.apacoust.2023.109811
2023
Loredana Daria Mang, Julio José Carabias-Orti, Francisco Jesús Canadas-Quesada, Juan de la Torre-Cruz, Antonio Muñoz-Montoro, Pablo Revuelta-Sanz and Elias Fernandez Combarro, Automatic Robust Crackle Detection and Localization Approach Using AR-Based Spectral Estimation and Support Vector Machine, in Applied Sciences, 2023. Cuartil: Q2 (2022). doi: 10.3390/app131910683
J. Torre-Cruz, F. Canadas-Quesada, N. Ruiz-Reyes, P. Vera-Candeas, S. Garcia-Galan, J. Carabias-Orti, J. Ranilla, Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals, in Biomedical Informatics, 2023. Cuartil: Q1 (2022). doi: 10.1016/j.jbi.2023.104475
L.D. Mang, F.J. Canadas-Quesada, J.J. Carabias-Orti, E.F. Combarro, J. Ranilla, Cochleogram-based adventitious sounds classification using convolutional neural networks, in Biomedical Signal Processing and Control, 2023. Cuartil: Q2 (2022). doi: 10.1016/j.bspc.2022.104555
2022
J. Torre-Cruz, D. Martinez-Muñoz, N. Ruiz-Reyes, A.J. Muñoz-Montoro, M. Puentes-Chiachio, F.J. Canadas-Quesada, Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals, in Computer Methods and Programs in Biomedicine, 2022. Cuartil: Q1. doi: 10.1016/j.cmpb.2022.106909
Antonio J. Muñoz-Montoro, Julio J. Carabias-Orti, Pablo Cabañas-Molero, F. J. Cañadas-Quesada and N. Ruiz-Reyes, Multichannel Blind Music Source Separation using Directivity-aware MNMF with Harmonicity Constraints, in IEEE Access, 2022. Cuartil: Q2. doi: 10.1109/ACCESS.2022.3150248.
2021
Juan De La Torre Cruz, Francisco Jesús Cañadas Quesada, Damián Martínez-Muñoz, Nicolás Ruiz Reyes, Sebastián García Galán, Julio José Carabias Orti, An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation, in Applied Acoustics, 2021. Cuartil: Q1. doi: 10.1016/j.apacoust.2021.108229.
Antonio Jesús Muñoz-Montoro, D Suarez-Dou, R Cortina, FJ Canadas-Quesada, EF Combarro, Parallel source separation system for heart and lung sounds, The Journal of Supercomputing 2021, Cuartil: Q2. doi: 10.1007/s11227-020-03616-0
De La Torre Cruz, Juan, Francisco J. Cañadas Quesada, Nicolás Ruiz Reyes, Sebastián García Galán, Julio J. Carabias Orti, and Gerardo Peréz Chica., Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization, Sensors, 2021, no. 5:1661. Cuartil: Q1. doi: 10.3390/s21051661
A.J. Muñoz-Montoro, D. Suarez-Dou, J.J. Carabias-Orti, F. J. Canadas-Quesada and J. Ranilla., Parallel multichannel music source separation system, The Journal of Supercomputing 2021. Cuartil: Q2. doi: 10.1007/s11227-020-03282-2
2020
J. Torre-Cruz, F. Canadas-Quesada, J.J. Carabias-Orti, P. Vera-Candeas, N Ruiz-Reyes, Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds, Expert Systems with Applications, Volume 147, 113-212, 2020, Cuartil: Q1. doi: 10.1016/j.eswa.2020.113212.
J. Torre-Cruz, F. Canadas-Quesada, S. García-Galán, N. Ruiz-Reyes, P. Vera-Candeas, J. Carabias-Orti, A constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds, Applied Acoustics, Volume 161, 2020, Cuartil: Q2. doi: 10.1016/j.apacoust.2019.107188.
J. De La Torre Cruz, F.J. Cañadas Quesada, N. Ruiz Reyes, P. Vera Candeas, J.J. Carabias Orti, Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization, Sensors, 2020. Cuartil: Q1. doi: 10.3390/s20092679
2019
A.J. Munoz-Montoro, J.J. Carabias-Orti, P. Vera-Candeas, F.J. Canadas-Quesada and N Ruiz-Reyes., Online/offline score informed music signal decomposition: application to minus one, EURASIP Journal on Audio, Speech, and Music Processing, 2019. Cuartil: Q3. doi: 10.1186/s13636-019-0168-6
V. Montiel-Zafra, F. Canadas-Quesada, M.J. Campos-Suñol, P. Vera-Candeas, N. Ruiz-Reyes, Monitoring the internal quality of ornamental stone using impact-echo testing, Applied Acoustics, 2019. Cuartil: Q2. doi: 10.1016/j.apacoust.2019.05.026
Maria Violeta Montiel-Zafra, F. Canadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, J. Rey Arrans and J. Martínez López, Detection and classification of internal defects in limestone blocks based on a deconvolution technique with SI-PLCA applied to GPR signals, Research in Nondestructive Evaluation, 2019. Cuartil: Q2. doi: 10.1080/09349847.2019.1593567
J. Torre-Cruz, F. Canadas-Quesada, J. Carabias-Orti, P. Vera-Candeas, N. Ruiz-Reyes, A novel wheezing detection approach based on constrained non-negative matrix factorization, Applied Acoustics 148, 276-288, 2019. Cuartil: Q2. doi: 10.1016/j.apacoust.2018.12.035
2017
Julián Martínez, Violeta Montiel, Javier Rey, Francisco Cañadas, Pedro Vera, Utilization of integrated geophysical techniques to delineate the extraction of mining bench of ornamental rocks (marble), Remote Sensing, 2017. Cuartil: Q2. doi: 10.3390/rs9121322
F.J.Canadas-Quesada, N.Ruiz-Reyes, J.J. Carabias-Orti, P.Vera-Candeas and J.Fuertes-Garcia., A non-negative matrix factorization approach based on spectrotemporal clustering to extract heart sounds, Applied Acoustics, 2017. Cuartil: Q2. doi: 10.1016/j.apacoust.2017.04.005
V. Montiel-Zafra, F.J. Canadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, J. Rey, J. Martinez, A novel method to remove GPR background noise based on the similarity of non-neighboring regions, Journal of Applied Geophysics, 2017. Cuartil: Q2. doi: 10.1016/j.jappgeo.2017.07.010
Javier Rey, Julián Martínez, Violeta Montiel, Francisco Cañadas, Nicolás Ruiz, Characterization of the sedimentary fabrics in ornamental rocks by using GPR, Near Surface Geophysics, 2017. Cuartil: Q3. doi: 10.3997/1873-0604.2017015
2016
F.J. Canadas-Quesada, P. Vera-Candeas, D. Martinez-Munoz, N. Ruiz-Reyes, J.J. Carabias-Orti, P. Cabanas-Molero., Constrained non-negative matrix factorization for score-informed piano music restoration, Digital Signal Processing, 2016. Cuartil: Q2. doi: 10.1016/j.dsp.2016.01.004
Luis Elvira, Pedro Vera, Francisco Jesús Cañadas, Shiva Kant Shukla, Francisco Montero, Concentration measurement of yeast suspensions using high frequency ultrasound backscattering, Ultrasonics, 2016. Cuartil: Q1. doi: 10.1016/j.ultras.2015.08.009
N. Ruiz-Reyes P. Cabañas-Molero, D. Martinez-Muñoz, P. Vera-Candeas, F.J. Cañadas-Quesada, Compositional model for speech denoising based on source/filter speech representation and smoothness/sparseness noise constraints, Speech Communication, 2016. Cuartil: Q2. doi: 10.1016/j.specom.2015.10.008
2015
J. Rey, J. Martínez, P. Vera, N. Ruiz, F. Cañadas, V. Montiel, Ground-penetrating radar method used for the characterisation of ornamental stone quarries, Construction and Building Materials, 2015. Cuartil: Q1. doi: 10.1016/j.conbuildmat.2014.12.076
2014
F.J. Cañadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, J.J Carabias-Orti and P. Cabañas-Molero, Percussive/harmonic sound separation by non-negative matrix factorization with smoothness/sparseness constraints, EURASIP Journal on Audio, Speech, and Music Processing, 2014. Cuartil: Q4. doi: 10.1186/s13636-014-0026-5
2013
F.J. Rodriguez-Serrano, J.J. Carabias-Orti, P. Vera-Candeas, F.J. Cañadas-Quesada and N. Ruiz-Reyes, Monophonic Constrained Non-Negative Sparse Coding Using Instrument Models For Audio Separation And Transcription Of Monophonic Source-Based Polyphonic Mixtures, Multimedia Tools and Applications, 2013. Cuartil: Q2. doi: 10.1007/s11042-013-1398-8
J.J. Carabias-Orti, F.J. Rodriguez-Serrano, P. Vera-Candeas, F.J. Cañadas-Quesada and N. Ruiz-Reyes, Constrained non-negative sparse coding using learnt instrument templates for realtime music transcription, Engineering Applications of Artificial Intelligence, 2013. Cuartil: Q1. doi: 10.1016/j.engappai.2013.03.010
2011
J.J. Carabias-Orti, T. Virtanen, P. Vera-Candeas, N. Ruiz-Reyes, F.J. Cañadas-Quesada. Musical Instrument Sound Excitation Model For Non-Negative Spectrogram Factorization, IEEE Journal Of Selected Topics In Signal Processing, 2011. Cuartil: Q1. doi: 10.1109/JSTSP.2011.2159700
2010
F.J. Cañadas-Quesada, N. Ruiz-Reyes, P. Vera-Candeas, J.J. Carabias-Orti., A Multiple-F0 Estimation Approach Based On Gaussian Spectral Modeling For Polyphonic Music Transcription, Journal Of New Music Research, 2010. Cuartil: Q4. doi: 10.1080/09298211003695579
J.J. Carabias-Orti, P. Vera-Candeas, F.J. Cañadas-Quesada, N. Ruiz-Reyes., Music Scene-Adaptive Harmonic Dictionary For Unsupervised Note-Event Detection, IEEE Transactions on Audio, Speech, and Language Processing, 2010. Cuartil: Q1. doi: 10.1109/TASL.2009.2038824
2009
N. Ruiz-Reyes, P. Vera-Candeas, F.J. Canadas-Quesada, J.J. Carabias-Orti, New Algorithm Based On Spectral Distance Maximization To Deal With The Overlapping Partials Problem In Note-Event Detection, Signal Processing, 2009. Cuartil: Q2. doi: 10.1016/j.sigpro.2009.02.019
Nicolás Ruiz-Reyes, Pedro Vera-Candeas, J.E. Muñoz, S. García-Galán, F.J. Cañadas, New speech/music discrimination approach based on fundamental frequency estimation, Multimedia Tools and Applications, 2009. Cuartil: Q3. doi: 10.1007/s11042-008-0228-x
2008
F.J. Canadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, R. Mata-Campos, J.J. Carabias-Orti., Note-Event Detection In Polyphonic Musical Signals Based On Harmonic Matching Pursuit And Spectral Smoothness, Journal Of New Music Research, 2008. Cuartil: Q4. doi: 10.1080/09298210802474475