Leandro E. Di Persia

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Nonnegative Matrix Factorization

Experimental Comparison

Top Venues

Biomed. Signal Process. Control.

Briefings Bioinform.

Publications

Leandro A Bugnon, Leandro E. Di Persia, Matias Gerard, Jonathan Raad, Santiago Prochetto, Emilio Fenoy, Uciel Chorostecki, Federico Ariel, Georgina Stegmayer, Diego H. Milone
sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure. Briefings Bioinform. 25 (4) (2024)
Leandro E. Di Persia, Tiago Lopez, Agustin Arce, Diego H. Milone, Georgina Stegmayer
exp2GO: Improving Prediction of Functions in the Gene Ontology With Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals. J. Comput. Sci. 59 (2022)
Leandro A Bugnon, Alejandro A. Edera, S. Prochetto, Matias Gerard, Jonathan Raad, E. Fenoy, Mariano Rubiolo, Uciel Chorostecki, Toni Gabaldón, Federico Ariel, Leandro E. Di Persia, Diego H. Milone, Georgina Stegmayer
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches. Briefings Bioinform. 23 (4) (2022)
Roman E. Rolón, Leandro E. Di Persia, Ruben D. Spies, Hugo Leonardo Rufiner
A multi-class structured dictionary learning method using discriminant atom selection. Pattern Anal. Appl. 24 (2) (2021)
Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals. CoRR (2021)
Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer
Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals. Biomed. Signal Process. Control. 63 (2021)
Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer
Automatic sleep staging from pulse oximeter using RNN. EUSIPCO (2021)
Roman E. Rolón, Iván E. Gareis, L. D. Larrateguy, Leandro E. Di Persia, Ruben D. Spies, Hugo Leonardo Rufiner
Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals. Biomed. Signal Process. Control. 62 (2020)
Roman E. Rolón, Iván E. Gareis, L. D. Larrateguy, Leandro E. Di Persia, Ruben Daniel Spies, Hugo Leonardo Rufiner
Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals. CoRR (2020)
Leandro A Bugnon, Cristian A. Yones, Jonathan Raad, Matias Gerard, Mariano Rubiolo, Gabriela Alejandra Merino, Milton Pividori, Leandro E. Di Persia, Diego H. Milone, Georgina Stegmayer
DL4papers: a deep learning approach for the automatic interpretation of scientific articles. Bioinform. 36 (11) (2020)
Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer
Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals. CoRR (2020)
Georgina Stegmayer, Leandro E. Di Persia, Mariano Rubiolo, Matias Gerard, Milton Pividori, Cristian A. Yones, Leandro A Bugnon, Tadeo Rodriguez, Jonathan Raad, Diego H. Milone
Predicting novel microRNA: a comprehensive comparison of machine learning approaches. Briefings Bioinform. 20 (5) (2019)
Francisco Javier Ibarrola, Leandro E. Di Persia, Ruben D. Spies
Switching divergences for spectral learning in blind speech dereverberation. CoRR (2018)
Roman E. Rolón, Iván E. Gareis, Leandro E. Di Persia, Ruben D. Spies, Hugo Leonardo Rufiner
Complexity-Based Discrepancy Measures Applied to Detection of Apnea-Hypopnea Events. Complex. 2018 (2018)
Roman E. Rolón, Leandro E. Di Persia, Ruben D. Spies, Hugo Leonardo Rufiner
A multi-class structured dictionary learning method using discriminant atom selection. CoRR (2018)
Francisco Javier Ibarrola, Leandro E. Di Persia, Ruben D. Spies
A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation. Signal Process. 151 (2018)
Marvin Coto-Jiménez, John Goddard Close, Leandro E. Di Persia, Hugo Leonardo Rufiner
Hybrid Speech Enhancement with Wiener filters and Deep LSTM Denoising Autoencoders. IWOBI (2018)
Roman E. Rolón, L. D. Larrateguy, Leandro E. Di Persia, Ruben D. Spies, Hugo Leonardo Rufiner
Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea-hypopnea detection. Biomed. Signal Process. Control. 33 (2017)
Francisco Javier Ibarrola, Leandro E. Di Persia, Ruben D. Spies
On the use of convolutive nonnegative matrix factorization with mixed penalization for blind speech dereverberation. CLEI (2017)
Francisco Javier Ibarrola, Leandro E. Di Persia, Ruben D. Spies
Mixed penalization in convolutive nonnegative matrix factorization for blind speech dereverberation. CoRR (2017)
Tadeo Rodriguez, Leandro E. Di Persia, Diego H. Milone, Georgina Stegmayer
Extreme learning machine prediction under high class imbalance in bioinformatics. CLEI (2017)
Leandro E. Di Persia, Diego H. Milone
Using multiple frequency bins for stabilization of FD-ICA algorithms. Signal Process. 119 (2016)
César Ernesto Martínez, John C. Goddard, Leandro E. Di Persia, Diego H. Milone, Hugo Leonardo Rufiner
Denoising sound signals in a bioinspired non-negative spectro-temporal domain. Digit. Signal Process. 38 (2015)
Pablo Gautério Cavalcanti, Jacob Scharcanski, César Ernesto Martínez, Leandro E. Di Persia
Segmentation of pigmented skin lesions using Non-negative Matrix Factorization. I2MTC (2014)
Pablo Gautério Cavalcanti, Jacob Scharcanski, Leandro E. Di Persia, Diego H. Milone
An ICA-based method for the segmentation of pigmented skin lesions in macroscopic images. EMBC (2011)
Leandro E. Di Persia, Diego H. Milone, Masuzo Yanagida
Correlated Postfiltering and Mutual Information in Pseudoanechoic Model Based Blind Source Separation. J. Signal Process. Syst. 63 (3) (2011)
Diego H. Milone, Leandro E. Di Persia, María Eugenia Torres
Denoising and recognition using hidden Markov models with observation distributions modeled by hidden Markov trees. Pattern Recognit. 43 (4) (2010)
Leandro E. Di Persia, Diego H. Milone, Masuzo Yanagida
Indeterminacy Free Frequency-Domain Blind Separation of Reverberant Audio Sources. IEEE Trans. Speech Audio Process. 17 (2) (2009)
Leandro E. Di Persia, Diego H. Milone, Hugo Leonardo Rufiner, Masuzo Yanagida
Perceptual evaluation of blind source separation for robust speech recognition. Signal Process. 88 (10) (2008)
Diego H. Milone, Leandro E. Di Persia
Learning Hidden Markov Models with Hidden Markov Trees as Observation Distributions. Inteligencia Artif. 12 (37) (2008)
Leandro E. Di Persia, Masuzo Yanagida, Hugo Leonardo Rufiner, Diego H. Milone
Objective quality evaluation in blind source separation for speech recognition in a real room. Signal Process. 87 (8) (2007)
Diego H. Milone, Leandro E. Di Persia
An EM Algorithm to Learn Sequences in the Wavelet Domain. MICAI (2007)