Publications

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Publications in 2022
Prediction of the Impact of the End of year Festivities on the Local Epidemiology of COVID-19 Using Agent-Based Simulation with Hidden Markov Models   sinc_EPSJR22.doi sinc_EPSJR22.pdf
C. Engler, Carlos M. Pais, S. Saavedra, E. Juarez, H. L. Rufiner
Computational Science and Its Applications -- ICCSA 2022, page 61--75 - 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches   sinc_BEPGRFRCGAMS22.doi sinc_BEPGRFRCGAMS22.pdf
L. A. Bugnon, A. Edera, S. Prochetto, M. Gerard, J. Raad, E. Fenoy, M. Rubiolo, U. Chorostecki, G. Gabaldon, F. Ariel, L. Di Persia, D. H. Milone, G. Stegmayer
Briefing in Bioinformatics - 2022
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals   sinc_CDS22.doi sinc_CDS22.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Journal of Computational Science, Volume 59 - 2022
Thinking out loud, an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS22.doi sinc_NPRKS22.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
Scientific Data, Springer Nature, Volume 9, Number 1, page 52 - 2022
Transfer Learning based on Optimal Transport for Motor Imagery Brain-Computer Interfaces   sinc_PNWGLMS22.doi sinc_PNWGLMS22.pdf
V. Peterson, N. Nieto, D. Wyser, R. Gassert, O. Lambercy, D. H. Milone, R. Spies
IEEE Transactions on Biomedical Engineering, Volume 69, Number 2, page 807--817 - feb 2022
Transfer learning in proteins: evaluating novel protein learned representations for bioinformatics tasks   sinc_FES22.doi sinc_FES22.pdf
E. Fenoy, A. Edera, G. Stegmayer
Briefings in Bioinformatics, Volume 23, Number 4 - 2022
 
Publications in 2021
"Thinking out loud": an open-access EEG-based BCI dataset for inner speech recognition   sinc_NPRKS21.doi sinc_NPRKS21.pdf
N. Nieto, V. Peterson, H. L. Rufiner, J. Kamienkoski, R. Spies
bioRxiv - 2021
Análisis y clasificación de ladrillos de hormigón celular a través de imágenes   sinc_ORRMA21.pdf
R. Ortiz de Zárate, L. Ríos, G. Roncaglia, C. E. Martínez, E. M. Albornoz
XXVII Congreso Argentino De Ciencias De La Computación (CACIC) - 2021
Automatic sleep staging from pulse oximeter using RNN   sinc_CDS21a.doi sinc_CDS21a.pdf
R. Casal, L. Di Persia, G. Schlotthauer
2021 29th European Signal Processing Conference (EUSIPCO), page 965--969 - 2021
Brain representation of acoustic features during goal-oriented dialogues   sinc_GNVBGK21.pdf
J. Gonzalez, N. Nieto, M. Veneziano, P. Brusco, A. Gravano, J. Kamienkoski
XIX Simposio Argentino de Inteligencia Artificial (ASAI)-JAIIO 50 - 2021
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture   sinc_GADLLRCMCBF21.doi sinc_GADLLRCMCBF21.pdf
N. Gaggion, F. Ariel, V. Daric, É. Lambert, S. Legendre, T. Roulé, A. Camoirano, D. H. Milone, M. Crespi, T. Blein, E. Ferrante
GigaScience, Volume 10, Number 7 - 2021
City-scale model for COVID-19 epidemiology with mobility and social activities represented by a set of Hidden Markov Models   sinc_PBDR21.doi sinc_PBDR21.pdf
Carlos M. Pais, J. Biurrun, A. Del Prado, H. L. Rufiner
Scielo Preprints - 2021
Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals   sinc_CDS21.doi sinc_CDS21.pdf
R. Casal, L. Di Persia, G. Schlotthauer
Biomedical Signal Processing and Control, Volume 63 - 2021
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19   sinc_BRMYAMS21.doi sinc_BRMYAMS21.pdf
L. A. Bugnon, J. Raad, G. Merino, C. Yones, F. Ariel, D. H. Milone, G. Stegmayer
Machine Learning with Applications, Volume 6 - 2021
Deepred-Mt: Deep representation learning for predicting C-to-U RNA editing in plant mitochondria   sinc_ESSM21.doi sinc_ESSM21.pdf
A. Edera, I. Small, M. Sanchez-Puerta, D. H. Milone
Computers in Biology and Medicine - 2021
Desarrollo de aplicación móvil para reconocimiento y valoración de cervezas artesanales (Undergraduate project)   sinc_PFA21.pdf
M. Paiva, E. Ferrante, E. M. Albornoz
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Desarrollo de un sistema para neurorehabilitación basado en plataforma de balance y mini-pc (Undergraduate project)"   sinc_AAE21.pdf
C. H. Arrasin, E. M. Albornoz, A. Estepa
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2021
Domain Generalization via Gradient Surgery   sinc_MEMF21.pdf
L. Mansilla, R. Echeveste, D. H. Milone, E. Ferrante
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), page 6630--6638 - 2021
Extreme Learning Machine design for dealing with unrepresentative features   sinc_NIPRS21.doi sinc_NIPRS21.pdf
N. Nieto, F. Ibarrola, V. Peterson, H. L. Rufiner, R. Spies
Neuroinformatics, Springer - 2021
Fusing information sources through convolutional neural networks for gene regulatory network inference   sinc_RGV21.pdf
M. Rubiolo, M. Gerard, L. D. Vignolo
A2B2C 11th Meeting - 2021

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