An EM Algorithm to Learn Sequences in the Wavelet Domain. - Diego H. Milone; Leandro E. Di Persia (MICAI, 2007)

Objective quality evaluation in blind source separation for speech recognition in a real room. - Leandro E. Di Persia; Masuzo Yanagida; Hugo Leonardo Rufiner; Diego H. Milone (Signal Process., 2007)

Learning Hidden Markov Models with Hidden Markov Trees as Observation Distributions. - Diego H. Milone; Leandro E. Di Persia (Inteligencia Artif., 2008)

Perceptual evaluation of blind source separation for robust speech recognition. - Leandro E. Di Persia; Diego H. Milone; Hugo Leonardo Rufiner; Masuzo Yanagida (Signal Process., 2008)

Indeterminacy Free Frequency-Domain Blind Separation of Reverberant Audio Sources. - Leandro E. Di Persia; Diego H. Milone; Masuzo Yanagida (IEEE Trans. Speech Audio Process., 2009)

Denoising and recognition using hidden Markov models with observation distributions modeled by hidden Markov trees. - Diego H. Milone; Leandro E. Di Persia; María Eugenia Torres (Pattern Recognit., 2010)

An ICA-based method for the segmentation of pigmented skin lesions in macroscopic images. - Pablo Gautério Cavalcanti; Jacob Scharcanski; Leandro E. Di Persia; Diego H. Milone (EMBC, 2011)

Correlated Postfiltering and Mutual Information in Pseudoanechoic Model Based Blind Source Separation. - Leandro E. Di Persia; Diego H. Milone; Masuzo Yanagida (J. Signal Process. Syst., 2011)

Segmentation of pigmented skin lesions using Non-negative Matrix Factorization. - Pablo Gautério Cavalcanti; Jacob Scharcanski; César Ernesto Martínez; Leandro E. Di Persia (I2MTC, 2014)

Denoising sound signals in a bioinspired non-negative spectro-temporal domain. - César Ernesto Martínez; John C. Goddard; Leandro E. Di Persia; Diego H. Milone; Hugo Leonardo Rufiner (Digit. Signal Process., 2015)

Using multiple frequency bins for stabilization of FD-ICA algorithms. - Leandro E. Di Persia; Diego H. Milone (Signal Process., 2016)

On the use of convolutive nonnegative matrix factorization with mixed penalization for blind speech dereverberation. - Francisco Ibarrola; Leandro E. Di Persia; Ruben D. Spies (CLEI, 2017)

Extreme learning machine prediction under high class imbalance in bioinformatics. - Tadeo Rodriguez; Leandro E. Di Persia; Diego H. Milone; Georgina Stegmayer (CLEI, 2017)

Discriminative methods based on sparse representations of pulse oximetry signals for sleep apnea-hypopnea detection. - Roman E. Rolón; L. D. Larrateguy; Leandro E. Di Persia; Ruben D. Spies; Hugo Leonardo Rufiner (Biomed. Signal Process. Control., 2017)

Mixed penalization in convolutive nonnegative matrix factorization for blind speech dereverberation. - Francisco Javier Ibarrola; Leandro E. Di Persia; Ruben D. Spies (CoRR, 2017)

Hybrid Speech Enhancement with Wiener filters and Deep LSTM Denoising Autoencoders. - Marvin Coto-Jiménez; John Goddard Close; Leandro E. Di Persia; Hugo Leonardo Rufiner (IWOBI, 2018)

Complexity-Based Discrepancy Measures Applied to Detection of Apnea-Hypopnea Events. - Roman E. Rolón; Iván E. Gareis; Leandro E. Di Persia; Ruben D. Spies; Hugo Leonardo Rufiner (Complex., 2018)

A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation. - Francisco Javier Ibarrola; Leandro E. Di Persia; Ruben D. Spies (Signal Process., 2018)

Predicting novel microRNA: a comprehensive comparison of machine learning approaches. - 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 (Briefings Bioinform., 2019)

Switching Divergences for Spectral Learning in Blind Speech Dereverberation. - Francisco Javier Ibarrola; Ruben Daniel Spies; Leandro Ezequiel Di Persia (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

DL4papers: a deep learning approach for the automatic interpretation of scientific articles. - 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 (Bioinform., 2020)

Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals. - Roman E. Rolón; Iván E. Gareis; L. D. Larrateguy; Leandro E. Di Persia; Ruben D. Spies; Hugo Leonardo Rufiner (Biomed. Signal Process. Control., 2020)

Automatic sleep staging from pulse oximeter using RNN. - Ramiro Casal; Leandro E. Di Persia; Gastón Schlotthauer (EUSIPCO, 2021)

Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals. - Ramiro Casal; Leandro E. Di Persia; Gastón Schlotthauer (Biomed. Signal Process. Control., 2021)

A multi-class structured dictionary learning method using discriminant atom selection. - Roman E. Rolón; Leandro E. Di Persia; Ruben D. Spies; Hugo Leonardo Rufiner (Pattern Anal. Appl., 2021)

Neural Model-Based Similarity Prediction for Compounds with Unknown Structures. - Eugenio Borzone; Leandro Ezequiel Di Persia; Matias Gerard (ICAI, 2022)

Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches. - Leandro A Bugnon; Alejandro A. Edera; Santiago Prochetto; Matias Gerard; Jonathan Raad; Emilio Fenoy; Mariano Rubiolo; Uciel Chorostecki; Toni Gabaldón; Federico Ariel; Leandro E. Di Persia; Diego H. Milone; et al. (Briefings Bioinform., 2022)

Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals. - Ramiro Casal; Leandro E. Di Persia; Gastón Schlotthauer (J. Comput. Sci., 2022)

exp2GO: Improving Prediction of Functions in the Gene Ontology With Expression Data. - Leandro E. Di Persia; Tiago Lopez; Agustin Arce; Diego H. Milone; Georgina Stegmayer (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure. - Leandro A Bugnon; Leandro E. Di Persia; Matias Gerard; Jonathan Raad; Santiago Prochetto; Emilio Fenoy; Uciel Chorostecki; Federico Ariel; Georgina Stegmayer; Diego H. Milone (Briefings Bioinform., 2024)

Comprehensive benchmarking of large language models for RNA secondary structure prediction. - Luciano I Zablocki; Leandro A Bugnon; Matias Gerard; Leandro E. Di Persia; Georgina Stegmayer; Diego H. Milone (Briefings Bioinform., 2024)

A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications. - Eugenio Borzone; Leandro E. Di Persia; Matias Gerard (CoRR, 2025)